Data Science Tag - Posts

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AI

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...

Will AI Replace Human?

5 minute read

Artificial Intelligence can Replace Human? The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh...

Types of Technologies

5 minute read

How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...

Introduction to Perplexity AI

3 minute read

Introduction to Perplexity AI What is Perplexity AI? Perplexity AI Founded in 2022 is based in San Francisco, California. Perplexity AI is an AI-powered s...

AI/ML with Oracle Cloud

18 minute read

AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...

Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Google AI Studio vs Vertex AI

2 minute read

The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.

Framework for using LLM

3 minute read

A comprehensive guide to selecting the right model and prompt type for your LLM project.

OpenAI 12 Days 2024 Announcements

16 minute read

OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.

AI Blogs

AI, ML, DL Blogs Sites

3 minute read

AI, ML, DL Blogs Sites 370+ blogs/website, who publishes articles, research, opinions, observations related to AI, ML, DL, Signal Processing, Computer Vis...

AI Conferences

AI Conversation

Applications of GenAI

9 minute read

Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...

Navigating the JavaScript Ecosystem

25 minute read

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions. Evoluation of Javascript and Rela...

Types of Large Language Models (LLM)

5 minute read

Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...

AI Deployment

Introduction to ML Model Deployment

11 minute read

Introduction to AI Model deployment Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product th...

AI Diary

AI ML Resources from My Diary

41 minute read

AI ML Resources from My Diary This is my personal diary which contains resources, which I know, learned or people have told me to experiment with. I start...

AI Ethics

Responsible AI

4 minute read

Responsible AI Introduction: Artificial Intelligence (AI) is rapidly transforming the way we live, work, and interact with the world around us. As AI sys...

AI Interview Questions

Data Science Interview Question Answers

6 minute read

Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...

AI Model Evaluation Benchmarks

AI Benchmarks Explained

5 minute read

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques What is a Benchmark in AI? A benchmark in AI is like a standard measur...

AI Paper

AI Podcast Summary

AI Products

AI Project Failure

20 Reasons Why AI Project Fails

6 minute read

Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...

AI Project Ideas

AI Research Paper

Paper with Code Resources

27 minute read

Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....

AI Research Papers

AI Researchers

Data Scientists and AI, ML Researchers

1 minute read

Data Scientists and AI, ML Researchers For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut...

AI Resources

All Resources to Learn Data Science

3 minute read

All Resources to Learn Data Science Introduction Welcome to the AI ML Resources category page, where you’ll find a wealth of knowledge on various topics ...

Demystifying DevOps, MLOps, and DataOps

8 minute read

Demystifying DevOps, MLOps, and DataOps: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...

Model Garden of VertexAI

15 minute read

Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction: Artificial Intellig...

AI Scaling

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

AI Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

AI Transformers

What Are Transformers in AI

37 minute read

What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...

Capabilities of AI Transformers

28 minute read

Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...

What is GAN Architecture?

4 minute read

What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...

AI Trends

All About AI Hype

9 minute read

All About AI Hype Artificial Intelligence (AI) is a buzzword that has permeated almost every aspect of modern life. From the way we work and communicate t...

AI Usecases

100+ High Level AI Usecases

17 minute read

100+ High Level AI Usecases Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometime...

AI Use Cases in Food Processing

2 minute read

AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...

AI Usecases in Agriculture Industry

2 minute read

AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...

Application of AI in BFSI

5 minute read

Application of AI in Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...

AI-General

God Fathers of AI

6 minute read

God Fathers of AI In other fields of studies or in religion, there is only one god or only one godfather. But in the field of AI, that is not the case. Th...

AI-Usecases

AI in Energy Management

2 minute read

AI in Energy Management Introduction The application of AI in energy management is aimed at optimizing energy consumption and reducing waste in the energ...

AI in School Education

10 minute read

AI in School Education Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t...

AI Usecases in Government

2 minute read

AI Usecases in Government Preliminary Work before any AI Project with Government Keeping technology evolution, cost of latest technologies, government exp...

KM Ganguli Mahabharat Corpus

less than 1 minute read

KM Ganguli Mahabharat Corpus Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the Assembly Hall) Vana Parva or Aranyaka-Parva (The Bo...

Manamath Nath - Ramayana Corpus

less than 1 minute read

Manmath Nath - Ramayana Corpus Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda ...

API

Python APIs for Data

1 minute read

Python APIs for Data Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s...

APIs

Google Cloud APIs

12 minute read

Google Cloud APIs Introduction Hundreds of services from Google are available to consumers as API. Every API has a specific purpose. Over a period of time...

Types of Questions

6 minute read

Types of Questions Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que...

AWS

A Comprehensive Guide to 210+ AWS Services

13 minute read

A Comprehensive Guide to 210+ AWS Services Exploring 210+ Cloud Services and Their Purposes All these services are availalbe at Link Introduction Amazon ...

AWS AutoML

Automated Machine Learning

4 minute read

Automated Machine Learning Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...

AWS Cloud

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

Abbreviation

Machine Learning Metrics

19 minute read

Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...

Distances in Machine Learning

4 minute read

Distances in Machine Learning Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea...

Agriculture

AI Usecases in Agriculture Industry

2 minute read

AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...

Algorithms

Sorting Algorithm A Summary

7 minute read

Sorting Algorithm A Summary Introduction Sorting is a fundamental operation in computer science and plays a vital role in various applications. Whether it’...

Python Naming Convention

2 minute read

Python Naming Convention UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...

Android Development

App Development

Exploring LLM Application Development

21 minute read

Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...

Application Integration

Exploring Google Firebase

11 minute read

Exploring Firebase What is Firebase? Originally, Firebase started as a product called Envolve in 2011, which was a real-time chat service. It was co-found...

Application of AI

100+ High Level AI Usecases

17 minute read

100+ High Level AI Usecases Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometime...

Artificial Intelligence

AI/ML with Oracle Cloud

18 minute read

AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...

Astrology

Data Science and Basics of Astrology

15 minute read

Basics of Jyotish Introduction In this article I am going to discuss the basics of astrology and the data science aspect of astrology. I am defending here ...

Astronomy

Data Science and Basics of Astrology

15 minute read

Basics of Jyotish Introduction In this article I am going to discuss the basics of astrology and the data science aspect of astrology. I am defending here ...

Attention

AutoML

Automated Machine Learning

4 minute read

Automated Machine Learning Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...

Auzre Cloud

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

Azure

Azure AI

Microsoft AI Products

5 minute read

Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.

Azure AutoML

Automated Machine Learning

4 minute read

Automated Machine Learning Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...

Azure Cognitive Services

Microsoft AI Products

5 minute read

Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.

Azure Machine Learning

Microsoft AI Products

5 minute read

Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.

Azure OpenAI Service

BERT

What is LLM

20 minute read

What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...

BFSI

Application of AI in BFSI

5 minute read

Application of AI in Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...

BOOKS

Books on Conciousness

51 minute read

Books on Conciousness Introduction If you are from the software industry and especially in a data scientist role on day to day basis. Then there are high...

Basic Statistics

Basic Statistics for Data Science

less than 1 minute read

Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...

Bigdata

Exploring Apache Hive

14 minute read

Exploring Apache Hive: Capabilities and Scalability for Big Data Processing What is Hive? Apache Hive is a data warehousing and SQL-like query engine buil...

Selecting Database for Project

10 minute read

Essential Database Selection Criteria for Modern Applications Is this article for me? If you are looking answer for these questions then “Yes”. What pa...

Book Review

CLI

Understanding Linux Distributions

7 minute read

Understanding Linux Distributions What are Linux Distributions? A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating s...

CSS

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

ChatGPT

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

Chatbot

Introduction to Perplexity AI

3 minute read

Introduction to Perplexity AI What is Perplexity AI? Perplexity AI Founded in 2022 is based in San Francisco, California. Perplexity AI is an AI-powered s...

Chrome Extensions

Chrome Tools

Cloud

A Comprehensive Guide to 210+ AWS Services

13 minute read

A Comprehensive Guide to 210+ AWS Services Exploring 210+ Cloud Services and Their Purposes All these services are availalbe at Link Introduction Amazon ...

Cloud Computing

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

Clustering

Topic Modeling with BERT

1 minute read

Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...

Collections

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

Computer Vision

What is Computer Vision

11 minute read

What is Computer vision? Background In the digital world, scientists are working hard to create machines and robots that can interact with humans the way ...

AI Use Cases in Food Processing

2 minute read

AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...

AI Usecases in Agriculture Industry

2 minute read

AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...

ML Model Respository from Pinto0309

30 minute read

ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...

ML Model Development Framework

1 minute read

ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...

Configuration Management

Folder Structure for ML Project

12 minute read

Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...

Python Project Folders and Files

9 minute read

Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...

Confusion Matrix

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

Consciousness

Container Orchestration

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

Container Registry

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

Containerization

Exploring Docker and VS Code Integration

19 minute read

Exploring Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...

Content Creation

Applications of GenAI

9 minute read

Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...

Navigating the JavaScript Ecosystem

25 minute read

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions. Evoluation of Javascript and Rela...

Types of Large Language Models (LLM)

5 minute read

Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...

DS Cheatsheet

Data Science Cheatsheets

2 minute read

Data Science Cheatsheets Introduction All these cheat sheets are kept at my google drive link. 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas...

DS Resources

Data Science Interview Question Answers

6 minute read

Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

Mathematics for Data Scientist

1 minute read

Mathematics for Data Scientist To excel in the field of data science, especially as a data scientist, I would recommend you have good command over the top...

High School Maths for Data Science

9 minute read

High School Maths for Data Science Algebra I How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve ...

Best Resources to Learn Python

1 minute read

Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...

AI, ML, DL Blogs Sites

3 minute read

AI, ML, DL Blogs Sites 370+ blogs/website, who publishes articles, research, opinions, observations related to AI, ML, DL, Signal Processing, Computer Vis...

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

Machine Learning Framework, Library, Tools

8 minute read

Machine Learning Framework, Library, Tools Introduction As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 ...

Thousands of Machine Learning Datasets

19 minute read

Thousands of Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT...

Data Scientists and AI, ML Researchers

1 minute read

Data Scientists and AI, ML Researchers For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut...

Basic Statistics for Data Science

less than 1 minute read

Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...

AI ML Resources from My Diary

41 minute read

AI ML Resources from My Diary This is my personal diary which contains resources, which I know, learned or people have told me to experiment with. I start...

Data Science Cheatsheets

2 minute read

Data Science Cheatsheets Introduction All these cheat sheets are kept at my google drive link. 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas...

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...

Daily Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

Data

Python APIs for Data

1 minute read

Python APIs for Data Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s...

Data Analysis

EDA & Feature Engineering 101

18 minute read

What is EDA? EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have...

Data Analytics

Data Anonymization

Data Center

Data Engineering

The Interconnectedness of Life and Data

12 minute read

The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...

Data Privacy

Data Science

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...

Data Science and Basics of Astrology

15 minute read

Basics of Jyotish Introduction In this article I am going to discuss the basics of astrology and the data science aspect of astrology. I am defending here ...

Data Science Book

Data Science Books

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...

Data Science Datasets

Thousands of Machine Learning Datasets

19 minute read

Thousands of Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT...

Data Science Interview Questions

Data Science Interview Question Answers

6 minute read

Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...

Data Science Project Ideas

Data Sources

Database

Data Lake vs Data Warehouse vs Data Mart

6 minute read

What is the difference between Data Lake and Data Warehouse? Introduction A data warehouse is a system used for reporting and data analysis, and is consid...

Type of Databases

9 minute read

What are the various types of databases? Introduction In the 21st Century, Data is the real oil of machines. There are different kinds of oils and there ...

Database Joins

SQL and Relational Algebra

2 minute read

SQL and Relational Algebra Relational algebra (RA) is considered as a procedural query language where the user tells the system to carry out a set of oper...

Databases

Decoder

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Deep Learning

What Are Transformers in AI

37 minute read

What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...

GPU for Data Science Work

6 minute read

GPU for Data Science Work What is the difference between microprocessor (CPU) and GPU? A microprocessor and a GPU (graphics processing unit) are both type...

Cognitive Biases

33 minute read

Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...

Business Usecases of GPT

8 minute read

Business-Usecases-of-GPT Introduction You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job. ...

Capabilities of AI Transformers

28 minute read

Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...

What is GAN Architecture?

4 minute read

What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...

Paper with Code Resources

27 minute read

Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....

ML Model Respository from Pinto0309

30 minute read

ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...

ML Model Development Framework

1 minute read

ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...

Tensorflow GPU Setup on Local Machine

15 minute read

Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...

Deep Learning Conferences

Deep Learning Project Ideas

Deep Learning Projects

Design Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

Directory Structure

Folder Structure for ML Project

12 minute read

Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...

Distributed Systems

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

Docker

Tensorflow GPU Setup on Local Machine

15 minute read

Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...

Exploring Docker and VS Code Integration

19 minute read

Exploring Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

EDA

EDA & Feature Engineering 101

18 minute read

What is EDA? EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have...

ETL Tools

Econometrics

Education

Will AI Replace Human?

5 minute read

Artificial Intelligence can Replace Human? The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh...

Data Science and Basics of Astrology

15 minute read

Basics of Jyotish Introduction In this article I am going to discuss the basics of astrology and the data science aspect of astrology. I am defending here ...

AI in School Education

10 minute read

AI in School Education Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t...

Embedding

Embedding with FastText

8 minute read

Embedding with FastText What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...

Basics of Word Embedding

11 minute read

Basics of Word Embedding What is Context, target and window? The “context” word is the surrounding word. The “target” word is the middle word. The ...

Embeddings

Exploring Dense Embedding Models in AI

12 minute read

What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...

Encoder

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Encoder-Decoder

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Energy

AI in Energy Management

2 minute read

AI in Energy Management Introduction The application of AI in energy management is aimed at optimizing energy consumption and reducing waste in the energ...

Error Rate

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

Evaluation Benchmarks

AI Benchmarks Explained

5 minute read

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques What is a Benchmark in AI? A benchmark in AI is like a standard measur...

Explainable AI

Dealing with Sensitive Data

2 minute read

Dealing with Sensitive Data Introduction One of the biggest problems for a Data Science project team is to protect the data. We know, data is the basic ra...

What is XAI?

4 minute read

What is XAI? XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated....

Exploratory Data Analysis

EDA & Feature Engineering 101

18 minute read

What is EDA? EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have...

F1 Score

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

FastText

Embedding with FastText

8 minute read

Embedding with FastText What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...

Feature Engineering

EDA & Feature Engineering 101

18 minute read

What is EDA? EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have...

Flutter

Food Processing

AI Use Cases in Food Processing

2 minute read

AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...

Front Matter

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

Future with AI

All About AI Hype

9 minute read

All About AI Hype Artificial Intelligence (AI) is a buzzword that has permeated almost every aspect of modern life. From the way we work and communicate t...

GAN

Business Usecases of GPT

8 minute read

Business-Usecases-of-GPT Introduction You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job. ...

What is GAN Architecture?

4 minute read

What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...

GCP

Everything About Developer Console

1 minute read

Console Types Every Programmer Should Know Is this article for me? If you are you confused about a term “console” which you heard at many places and in man...

GCP AutoML

Automated Machine Learning

4 minute read

Automated Machine Learning Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...

GGUF

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

GPT

Business Usecases of GPT

8 minute read

Business-Usecases-of-GPT Introduction You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job. ...

What is LLM

20 minute read

What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...

GPT3

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

GPT Usecases

4 minute read

What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...

GPU

GPU for Data Science Work

6 minute read

GPU for Data Science Work What is the difference between microprocessor (CPU) and GPU? A microprocessor and a GPU (graphics processing unit) are both type...

Tensorflow GPU Setup on Local Machine

15 minute read

Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...

GPU Architecture

GPUs

Gaming

GenAI

GenAI Capabilities from AWS, Azure and GCP

8 minute read

The Battle for AI Supremacy: GenAI Capabilities from AWS, Azure, and Google Cloud Is this Article for me? If you are looking for answer of following quest...

Generalized ML Model

Generalized AI Model for Prediction

5 minute read

Can we really Develop AI solutions that can predict human behavior? If you are not a technical person then don’t get overwhelmed by the next paragraph, you...

Generative AI

Applications of GenAI

9 minute read

Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...

Navigating the JavaScript Ecosystem

25 minute read

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions. Evoluation of Javascript and Rela...

Types of Large Language Models (LLM)

5 minute read

Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...

AI Benchmarks Explained

5 minute read

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques What is a Benchmark in AI? A benchmark in AI is like a standard measur...

Exploring LLM Application Development

21 minute read

Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...

Github

Exploring Github

19 minute read

Exploring Github Question: What is github package and what can I do with this? GitHub Packages is a service that allows you to host and manage packages (e...

Github Repos

Glossary

What is CAPTCHA?

1 minute read

What is CAPTCHA? CAPTCHA stands for “Completely Automated Public Turing test to tell Computers and Humans Apart.” It is a security mechanism used by websi...

Google

Google AI Studio

Google AI Studio vs Vertex AI

2 minute read

The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.

Google Cloud

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

Google Cloud APIs

12 minute read

Google Cloud APIs Introduction Hundreds of services from Google are available to consumers as API. Every API has a specific purpose. Over a period of time...

Types of Questions

6 minute read

Types of Questions Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que...

Exploring Google Firebase

11 minute read

Exploring Firebase What is Firebase? Originally, Firebase started as a product called Envolve in 2011, which was a real-time chat service. It was co-found...

Government

AI Usecases in Government

2 minute read

AI Usecases in Government Preliminary Work before any AI Project with Government Keeping technology evolution, cost of latest technologies, government exp...

KM Ganguli Mahabharat Corpus

less than 1 minute read

KM Ganguli Mahabharat Corpus Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the Assembly Hall) Vana Parva or Aranyaka-Parva (The Bo...

Manamath Nath - Ramayana Corpus

less than 1 minute read

Manmath Nath - Ramayana Corpus Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda ...

Grant Sanderson

GraphQL

Exploring SQL and GraphQL Commands

8 minute read

Exploring SQL and GraphQL Commands What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati...

HTML

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

High Level AI Usecases

100+ High Level AI Usecases

17 minute read

100+ High Level AI Usecases Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometime...

Hive

Exploring Apache Hive

14 minute read

Exploring Apache Hive: Capabilities and Scalability for Big Data Processing What is Hive? Apache Hive is a data warehousing and SQL-like query engine buil...

Selecting Database for Project

10 minute read

Essential Database Selection Criteria for Modern Applications Is this article for me? If you are looking answer for these questions then “Yes”. What pa...

IDE

Exploring Docker and VS Code Integration

19 minute read

Exploring Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...

IT Infrastructure

Everything About Developer Console

1 minute read

Console Types Every Programmer Should Know Is this article for me? If you are you confused about a term “console” which you heard at many places and in man...

IT Security

Everything About Developer Console

1 minute read

Console Types Every Programmer Should Know Is this article for me? If you are you confused about a term “console” which you heard at many places and in man...

Imperialism

In Context Learning

Interview

Programming Resources

9 minute read

Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....

Interview Question

Linear Regression Interview Questions

54 minute read

Linear Regression Interview Questions and Answers In this question-answer article, I will try that the start of every answer from example rather than t...

Interview Questions

Data Science Interview Question Answers

6 minute read

Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Java Script

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

Jekyll

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

Jobs

Programming Resources

9 minute read

Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....

Keyword Planning

SEO Keyword Planning

9 minute read

SEO Keyword Planning Free tools for SEO Keyword Planning To improve the search engine ranking of your blogs, you can leverage several free tools and strat...

Kubernetes

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

LLM

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

What is LLM

20 minute read

What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

What is Pinecone

7 minute read

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Compressing Large Language Model

20 minute read

Compressing Large Language Model Is this article for me? If you are looking answers to following question then “Yes” What is LLM compression? Why is ...

Graph of Thoughts

2 minute read

Graph of Thoughts This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the...

Topic Modeling with BERT

1 minute read

Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...

What is Unicode and how does it works?

8 minute read

What is Unicode and how does it works? What is Unicode: A Universal Character Set Unicode is a standard that assigns a unique number to every character, ...

Why to Finetune LLM?

14 minute read

Finetuning, Fewshot Learning, Why and How? Why to finetune a LLM? Fine-tuning a large language model (LLM) can provide several benefits, depending on you...

Exploring Ollama & LM Studio

24 minute read

Exploring Ollama & LM Studio Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...

Introduction to Perplexity AI

3 minute read

Introduction to Perplexity AI What is Perplexity AI? Perplexity AI Founded in 2022 is based in San Francisco, California. Perplexity AI is an AI-powered s...

Exploring Dense Embedding Models in AI

12 minute read

What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...

Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

Framework for using LLM

3 minute read

A comprehensive guide to selecting the right model and prompt type for your LLM project.

OpenAI 12 Days 2024 Announcements

16 minute read

OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.

LLM App Development

Exploring LLM Application Development

21 minute read

Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...

LLM Benchmarks

AI Benchmarks Explained

5 minute read

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques What is a Benchmark in AI? A benchmark in AI is like a standard measur...

LLM Embeddings

Exploring Dense Embedding Models in AI

12 minute read

What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...

LLM Infrastructure

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

LaTeX

LaTeX Capabilities

5 minute read

In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali...

Language Models

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

Large Language Model

Compressing Large Language Model

20 minute read

Compressing Large Language Model Is this article for me? If you are looking answers to following question then “Yes” What is LLM compression? Why is ...

Exploring Ollama & LM Studio

24 minute read

Exploring Ollama & LM Studio Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...

GenAI Capabilities from AWS, Azure and GCP

8 minute read

The Battle for AI Supremacy: GenAI Capabilities from AWS, Azure, and Google Cloud Is this Article for me? If you are looking for answer of following quest...

Learning AI

Learning ML

Learning Process

Lex Fridman

Library

Machine Learning Framework, Library, Tools

8 minute read

Machine Learning Framework, Library, Tools Introduction As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 ...

Linear Regression

Linear Regression Interview Questions

54 minute read

Linear Regression Interview Questions and Answers In this question-answer article, I will try that the start of every answer from example rather than t...

Linux

Linux OS Directories

4 minute read

Linux OS Directories Linux OS Folders and the purpose. Introduction: Linux is a widely used operating system that is known for its flexibility and versa...

Linux Distributions

Understanding Linux Distributions

7 minute read

Understanding Linux Distributions What are Linux Distributions? A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating s...

Linux Software Installation

What is Package Manager?

5 minute read

Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...

Exploring Github

19 minute read

Exploring Github Question: What is github package and what can I do with this? GitHub Packages is a service that allows you to host and manage packages (e...

Liquid

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

Literature Review

How to do Literature Review

5 minute read

How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...

ML

Types of Technologies

5 minute read

How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...

AI/ML with Oracle Cloud

18 minute read

AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...

ML Libraries

Paper with Code Resources

27 minute read

Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....

ML Metrics

Machine Learning Metrics

19 minute read

Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...

ML Models

ML Model Respository from Pinto0309

30 minute read

ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...

ML Model Development Framework

1 minute read

ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...

What is Pinecone

7 minute read

What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...

ML Project Directory Structure

Folder Structure for ML Project

12 minute read

Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...

ML Projects

ML Researchers

Data Scientists and AI, ML Researchers

1 minute read

Data Scientists and AI, ML Researchers For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut...

ML Training

Cognitive Biases

33 minute read

Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...

MLOPs

Python Project Folders and Files

9 minute read

Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...

MLOps

Folder Structure for ML Project

12 minute read

Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...

Cognitive Biases

33 minute read

Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...

Introduction to ML Model Deployment

11 minute read

Introduction to AI Model deployment Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product th...

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

Google AI Studio vs Vertex AI

2 minute read

The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.

Machine Learning

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

EDA & Feature Engineering 101

18 minute read

What is EDA? EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have...

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...

Domain Knowledge in Machine Learning

1 minute read

Domain Knowledge in Machine Learning Let’s say the domain is a restaurant kitchen. A dataset with 3 variables. Two predictors and one predicted. Predictor...

What is NLP?

12 minute read

What is NLP? Humans interact with their surroundings using different kinds of inputs. Eyes deal with inputs of color, shape, and size. Ear deals with input...

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

GPT Usecases

4 minute read

What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...

Linear Regression Interview Questions

54 minute read

Linear Regression Interview Questions and Answers In this question-answer article, I will try that the start of every answer from example rather than t...

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

God Fathers of AI

6 minute read

God Fathers of AI In other fields of studies or in religion, there is only one god or only one godfather. But in the field of AI, that is not the case. Th...

What is LLM

20 minute read

What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...

Machine Learning Metrics

19 minute read

Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Distances in Machine Learning

4 minute read

Distances in Machine Learning Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea...

Everything About Developer Console

1 minute read

Console Types Every Programmer Should Know Is this article for me? If you are you confused about a term “console” which you heard at many places and in man...

Automated Machine Learning

4 minute read

Automated Machine Learning Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...

AI/ML with Oracle Cloud

18 minute read

AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...

Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Machine Learning Concepts

Machine Learning Key Concepts

46 minute read

Machine Learning Key Concepts In this article Essential Machine Learning Techniques/Concepts are Explained, some of them are are Cross-Validation, Hyperpar...

Machine Learning Conferences

Machine Learning Framework

Machine Learning Framework, Library, Tools

8 minute read

Machine Learning Framework, Library, Tools Introduction As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 ...

Machine Learning Interview Questions

Data Science Interview Question Answers

6 minute read

Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...

Machine Learning Models

Generalized AI Model for Prediction

5 minute read

Can we really Develop AI solutions that can predict human behavior? If you are not a technical person then don’t get overwhelmed by the next paragraph, you...

Machine Learning Project Ideas

Machine Learning Tasks

Machine-Learning

Types of Machine Learning

41 minute read

Types of Machine Learning Introduction Machine learning is a field of artificial intelligence that focuses on developing algorithms that can learn from da...

Marketing Analytics

Mathematics for Data Scientist

Mathematics for Data Scientist

1 minute read

Mathematics for Data Scientist To excel in the field of data science, especially as a data scientist, I would recommend you have good command over the top...

High School Maths for Data Science

9 minute read

High School Maths for Data Science Algebra I How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve ...

Maths

Maths in AI

Distances in Machine Learning

4 minute read

Distances in Machine Learning Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea...

Meta

Exploring Ollama & LM Studio

24 minute read

Exploring Ollama & LM Studio Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...

Microsoft

Microsoft AI

Microsoft AI Products

5 minute read

Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.

Model Compressing

Compressing Large Language Model

20 minute read

Compressing Large Language Model Is this article for me? If you are looking answers to following question then “Yes” What is LLM compression? Why is ...

Model Creators

Model Deployment

Introduction to ML Model Deployment

11 minute read

Introduction to AI Model deployment Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product th...

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

Model Evaluation

Machine Learning Metrics

19 minute read

Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...

Model Formats

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Model Optimization

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Models

NLP

What Are Transformers in AI

37 minute read

What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

GPT Usecases

4 minute read

What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...

Introduction to Neural Network

6 minute read

Introduction to Neural Network Introduction to a Perceptron A perceptron is a type of artificial neural network that can be used for binary classificatio...

What is GAN?

5 minute read

What is GAN? What is GAN (Generative Adversarial Network)? Generative adversarial networks (GANs) are besing used to generate images, videos, text, audio ...

AI Use Cases in Food Processing

2 minute read

AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...

AI Usecases in Agriculture Industry

2 minute read

AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...

Books on Conciousness

51 minute read

Books on Conciousness Introduction If you are from the software industry and especially in a data scientist role on day to day basis. Then there are high...

Cognitive Biases

33 minute read

Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...

The Interconnectedness of Life and Data

12 minute read

The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...

Business Usecases of GPT

8 minute read

Business-Usecases-of-GPT Introduction You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job. ...

Capabilities of AI Transformers

28 minute read

Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...

What is GAN Architecture?

4 minute read

What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...

Embedding with FastText

8 minute read

Embedding with FastText What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...

NLP Tasks

45 minute read

NLP Tasks Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki...

What is LLM

20 minute read

What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...

Machine Learning Metrics

19 minute read

Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Paper with Code Resources

27 minute read

Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....

ML Model Respository from Pinto0309

30 minute read

ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...

ML Model Development Framework

1 minute read

ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...

Basics of Word Embedding

11 minute read

Basics of Word Embedding What is Context, target and window? The “context” word is the surrounding word. The “target” word is the middle word. The ...

Graph of Thoughts

2 minute read

Graph of Thoughts This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the...

Topic Modeling with BERT

1 minute read

Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...

What is Unicode and how does it works?

8 minute read

What is Unicode and how does it works? What is Unicode: A Universal Character Set Unicode is a standard that assigns a unique number to every character, ...

Why to Finetune LLM?

14 minute read

Finetuning, Fewshot Learning, Why and How? Why to finetune a LLM? Fine-tuning a large language model (LLM) can provide several benefits, depending on you...

Framework for using LLM

3 minute read

A comprehensive guide to selecting the right model and prompt type for your LLM project.

OpenAI 12 Days 2024 Announcements

16 minute read

OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.

NLP Conferences

NLP Model Evaluation

NLP Project Ideas

NLP Projects

NLP Researchers

Data Scientists and AI, ML Researchers

1 minute read

Data Scientists and AI, ML Researchers For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut...

NLP Tasks

NLP Tasks

45 minute read

NLP Tasks Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki...

NLU

Graph of Thoughts

2 minute read

Graph of Thoughts This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the...

Topic Modeling with BERT

1 minute read

Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...

What is Unicode and how does it works?

8 minute read

What is Unicode and how does it works? What is Unicode: A Universal Character Set Unicode is a standard that assigns a unique number to every character, ...

Why to Finetune LLM?

14 minute read

Finetuning, Fewshot Learning, Why and How? Why to finetune a LLM? Fine-tuning a large language model (LLM) can provide several benefits, depending on you...

NVIDIA

Naive Bayes

Top 10 Technologies of Future

less than 1 minute read

Top 10 Technologies of Future Top 10 Technologies of Future Augmented Reality : Helps surgeons see inside their patients Help workers operating in dan...

How Naive Bayes Classifier Works

less than 1 minute read

How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...

Naive Bayes Classifier

Top 10 Technologies of Future

less than 1 minute read

Top 10 Technologies of Future Top 10 Technologies of Future Augmented Reality : Helps surgeons see inside their patients Help workers operating in dan...

How Naive Bayes Classifier Works

less than 1 minute read

How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...

Natural Language Processing

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

GPT Usecases

4 minute read

What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...

NLP Tasks

45 minute read

NLP Tasks Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki...

Applications of GenAI

9 minute read

Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...

Navigating the JavaScript Ecosystem

25 minute read

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions. Evoluation of Javascript and Rela...

Types of Large Language Models (LLM)

5 minute read

Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...

AI Benchmarks Explained

5 minute read

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques What is a Benchmark in AI? A benchmark in AI is like a standard measur...

Exploring LLM Application Development

21 minute read

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Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

OCI

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

ONNX

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

OOPs

Python Code Snippnet from Colab

8 minute read

Python Code Snippnet from Colab What is snippet? A snippet is a small, reusable piece of code designed to perform a specific task or solve a particular pr...

Ollama

Exploring Ollama & LM Studio

24 minute read

Exploring Ollama & LM Studio Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...

Online Tutorial

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

Online Video

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5 minute read

DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...

OpenAI

ChatGPT Usecases

7 minute read

What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...

GPT Usecases

4 minute read

What is GPT? GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw...

Oracle Cloud

AI/ML with Oracle Cloud

18 minute read

AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...

Introduction to Container Registry

8 minute read

Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...

PHP

PM Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

Package Management

What is Package Manager?

5 minute read

Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...

Exploring Github

19 minute read

Exploring Github Question: What is github package and what can I do with this? GitHub Packages is a service that allows you to host and manage packages (e...

What is Bundler?

7 minute read

What is Bundler? Bundler is a dependency management tool for Ruby applications. It ensures that the right versions of gems (libraries) are installed and us...

Exploring Python Package Manager

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Exploring Python Package Managers What is Package Manager? A package manager is a tool that automates the process of installing, upgrading, configuring, ...

PhD in AI

Pinned

All Resources to Learn Data Science

3 minute read

All Resources to Learn Data Science Introduction Welcome to the AI ML Resources category page, where you’ll find a wealth of knowledge on various topics ...

Demystifying DevOps, MLOps, and DataOps

8 minute read

Demystifying DevOps, MLOps, and DataOps: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...

Model Garden of VertexAI

15 minute read

Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction: Artificial Intellig...

Precision

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

Pretrained Model

Pretrained Models

ML Model Respository from Pinto0309

30 minute read

ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...

ML Model Development Framework

1 minute read

ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...

Products

Programming

Sorting Algorithm A Summary

7 minute read

Sorting Algorithm A Summary Introduction Sorting is a fundamental operation in computer science and plays a vital role in various applications. Whether it’...

Python Naming Convention

2 minute read

Python Naming Convention UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...

Python Decorator Function

4 minute read

Python Decorator Function What is Decorator Function in Python In Python, a decorator is a special type of function that allows you to modify or extend t...

AWS SageMaker Jumpstart Models

34 minute read

AWS SageMaker Jumpstart Models As of 17-Jul-23, AWS Sagemaker has 463 models in its Model Zoo. They call these models as Jumstart Models. What are the capa...

Programming Resources

9 minute read

Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....

What is Bundler?

7 minute read

What is Bundler? Bundler is a dependency management tool for Ruby applications. It ensures that the right versions of gems (libraries) are installed and us...

Exploring Google Firebase

11 minute read

Exploring Firebase What is Firebase? Originally, Firebase started as a product called Envolve in 2011, which was a real-time chat service. It was co-found...

Understanding Linux Distributions

7 minute read

Understanding Linux Distributions What are Linux Distributions? A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating s...

Exploring Python Package Manager

16 minute read

Exploring Python Package Managers What is Package Manager? A package manager is a tool that automates the process of installing, upgrading, configuring, ...

Exploring SQL and GraphQL Commands

8 minute read

Exploring SQL and GraphQL Commands What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati...

Project Management

20 Reasons Why AI Project Fails

6 minute read

Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...

Prompt Engineering

Introduction to Prompt Engineering

10 minute read

Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...

Model Tuning with VertexAI

3 minute read

Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...

PyTorch

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Python

Python Decorator Function

4 minute read

Python Decorator Function What is Decorator Function in Python In Python, a decorator is a special type of function that allows you to modify or extend t...

AWS SageMaker Jumpstart Models

34 minute read

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Python APIs for Data

1 minute read

Python APIs for Data Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s...

Python Project Folders and Files

9 minute read

Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...

Python Code Snippnet from Colab

8 minute read

Python Code Snippnet from Colab What is snippet? A snippet is a small, reusable piece of code designed to perform a specific task or solve a particular pr...

Exploring Docker and VS Code Integration

19 minute read

Exploring Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...

Exploring Python Package Manager

16 minute read

Exploring Python Package Managers What is Package Manager? A package manager is a tool that automates the process of installing, upgrading, configuring, ...

Python Programming

Python Code Snippnet from Colab

8 minute read

Python Code Snippnet from Colab What is snippet? A snippet is a small, reusable piece of code designed to perform a specific task or solve a particular pr...

Python Resources

Best Resources to Learn Python

1 minute read

Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...

Python Software Development

Question Answering with History Book

RAG

Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

RDBMS

SQL and Relational Algebra

2 minute read

SQL and Relational Algebra Relational algebra (RA) is considered as a procedural query language where the user tells the system to carry out a set of oper...

RL Git Repositories

Recall

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

Recommendation

How Naive Bayes Classifier Works

less than 1 minute read

How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...

Reinforcment Learning

Research

LaTeX Capabilities

5 minute read

In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali...

Research Paper

How to do Literature Review

5 minute read

How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...

Resource for Python Learning

Best Resources to Learn Python

1 minute read

Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...

Resources

Programming Resources

9 minute read

Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....

Ruby

SEO

SEO Keyword Planning

9 minute read

SEO Keyword Planning Free tools for SEO Keyword Planning To improve the search engine ranking of your blogs, you can leverage several free tools and strat...

SEO Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

SQL

Exploring Apache Hive

14 minute read

Exploring Apache Hive: Capabilities and Scalability for Big Data Processing What is Hive? Apache Hive is a data warehousing and SQL-like query engine buil...

Selecting Database for Project

10 minute read

Essential Database Selection Criteria for Modern Applications Is this article for me? If you are looking answer for these questions then “Yes”. What pa...

Exploring SQL and GraphQL Commands

8 minute read

Exploring SQL and GraphQL Commands What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati...

Search Engine

Introduction to Perplexity AI

3 minute read

Introduction to Perplexity AI What is Perplexity AI? Perplexity AI Founded in 2022 is based in San Francisco, California. Perplexity AI is an AI-powered s...

Search Engine Optimization

SEO Keyword Planning

9 minute read

SEO Keyword Planning Free tools for SEO Keyword Planning To improve the search engine ranking of your blogs, you can leverage several free tools and strat...

Selfhelp Books

Summary of Life Changing Selfhelp Books

less than 1 minute read

Download Link to this Diary The Inspirational Leader by Gifford Thomas The 5 Elements of Effective Thinking by Edward B. Burger How to Listen by ...

Sensitivity

Confusion Matrix Bayesian Theorem

less than 1 minute read

If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...

Serverless

Google AI Studio vs Vertex AI

2 minute read

The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.

Serverless LLM

Shazam

Shell Commands

Understanding Linux Distributions

7 minute read

Understanding Linux Distributions What are Linux Distributions? A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating s...

Soft Tools

My Daily Tools

12 minute read

My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...

Software Distribution

Software Installation

What is Package Manager?

5 minute read

Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...

Exploring Github

19 minute read

Exploring Github Question: What is github package and what can I do with this? GitHub Packages is a service that allows you to host and manage packages (e...

Static Site Generator

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

Statistical Terms

Statistics

Statistics for Data Science

Basic Statistics for Data Science

less than 1 minute read

Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...

Stats for Data Science

Synthetic Data

Technologies

Types of Technologies

5 minute read

How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...

Templating

Templating Language

Understanding Jekyll Framework

6 minute read

Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...

TensorFlow

Exploring GGUF and Other Model Formats

5 minute read

A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...

Tensorflow Installation

Tensorflow GPU Setup on Local Machine

15 minute read

Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...

Text Generation

Applications of GenAI

9 minute read

Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...

Navigating the JavaScript Ecosystem

25 minute read

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions. Evoluation of Javascript and Rela...

Types of Large Language Models (LLM)

5 minute read

Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...

AI Benchmarks Explained

5 minute read

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Exploring LLM Application Development

21 minute read

Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...

Time series Forecasting

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Time series analysis python

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Time series forecasting in python

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Timeseries

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Timeseries Analysis

Timeseries Interview Questions

24 minute read

Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...

Tools

Machine Learning Framework, Library, Tools

8 minute read

Machine Learning Framework, Library, Tools Introduction As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 ...

Topic Modeling

Topic Modeling with BERT

1 minute read

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Transformer

Important AI Paper List

25 minute read

Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...

Transformers

Type Script

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

Type of Reasoning

The Science of Reasoning

11 minute read

The Science of Reasoning About Reasoning Reasoning is a unique ability in humans. Whatever civilizational advancement we see, it is because of our abilit...

VS Code

Exploring Docker and VS Code Integration

19 minute read

Exploring Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...

Vector Databases

Exploring AnythingLLM

14 minute read

A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.

Navigating the LLM Infrastructure Landscape

13 minute read

A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...

Vector Embedding

What is Pinecone

7 minute read

What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...

Vertex AI

Google AI Studio vs Vertex AI

2 minute read

The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.

Web Development

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

Web Servers

Processors for HTML CSS JS Code

10 minute read

Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...

Navigating Python Ecosystem

4 minute read

Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...

Why AI Project Fail?

20 Reasons Why AI Project Fails

6 minute read

Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...

Word Embedding

Basics of Word Embedding

11 minute read

Basics of Word Embedding What is Context, target and window? The “context” word is the surrounding word. The “target” word is the middle word. The ...

XAI

Dealing with Sensitive Data

2 minute read

Dealing with Sensitive Data Introduction One of the biggest problems for a Data Science project team is to protect the data. We know, data is the basic ra...

What is XAI?

4 minute read

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YouTube Channels for AI

YouTube Channels for Data Scientist

Zero Shot Learning

eBook

Data Science, AI, ML, eBooks, PDF Books

51 minute read

Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...