OpenAI 12 Days 2024 Announcements
OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.
Welcome to Data Science Blog!
Framework for using LLM
A comprehensive guide to selecting the right model and prompt type for your LLM project.
AI Imperialism: Western Dominance and the Future of Global Technology
Exploring the Western dominance in AI development, its implications and the future of global technology.
Visualizing Transformers and Attention
Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
Exploring Graphics Processing Units (GPUs)
Exploring the journey, capabilities, architecture and components of Graphics Processing Units (GPUs)
AI Models and Creators
Overview of popular AI models and their creators in industry.
Features ofShazam Econometrics Software
Overview of Shazam’s features in econometrics, statistics, and data science.
Serverless LLM Deployment Platform
Microsoft’s serverless LLM deployment platform using Azure OpenAI Service
Microsoft AI Products
Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.
Google AI Studio vs Vertex AI
The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.
Introduction to NVIDIA and Products
Overview of NVIDIA’s journey, history, DGX supercomputer series, key products, and emerging fields like generative AI.
Navigating the LLM Infrastructure Landscape
A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...
Exploring GGUF and Other Model Formats
A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...
Exploring AnythingLLM
A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.
Navigating Python Ecosystem
Navigating Python Ecosystem 1. History of Python Development Python was created by Guido van Rossum and was first released in 1991. Its design philosophy ...
Processors for HTML CSS JS Code
Processors for HTML, CSS, and JS Code What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te...
Exploring Popular Web Servers
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Exploring All Dimensions of Application Development
Exploring All Dimensions of Application Development These aspects highlight the diverse areas involved in application development beyond just frontend, ba...
Exploring LLM Application Development
Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...
AI Benchmarks Explained
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...
Transfer Learning Key AI Techniques Explained
Transfer Learning Key AI Techniques Explained In this article we will understand some important concepts used within machine learning. What is in-contex...
Types of Large Language Models (LLM)
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...
Navigating the JavaScript Ecosystem
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Applications of GenAI
Application of Generative AI (GenAI) Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an...
Understanding Jekyll Framework
Understanding Jekyll Framework What is Jekyll? Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s ...
Introduction to Container Registry
Introduction to Container Registry What is Container Registry? A container registry is a central store or service where container images are stored, mana...
AI/ML with Oracle Cloud
AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...
SEO Keyword Planning
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...
Understanding HTML Templating with Python, Ruby, and PHP
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Exploring Synthetic Data Generation Capabilities
Exploring Synthetic Data Generation Capabilities Is this article for me? Are you looking answers to these questions? What is Synthetic Data? What is ...
Exploring SQL and GraphQL Commands
Exploring SQL and GraphQL Commands What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati...
Exploring Python Package Manager
Exploring Python Package Managers What is Package Manager? A package manager is a tool that automates the process of installing, upgrading, configuring, ...
Understanding Linux Distributions
Understanding Linux Distributions What are Linux Distributions? A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating s...
Exploring Google Firebase
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...
What is Bundler?
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 Dense Embedding Models in AI
What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...
Introduction to Perplexity AI
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...
Mastering Git: Comprehensive Guide to Git Commands
Comprehensive Guide to Git Commands Is this article for me? If you are a developer and you want to learn Git commands and their usage, this article is fo...
Selecting Database for Project
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 Apache Hive
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...
Machine Learning Key Concepts
Machine Learning Key Concepts In this article Essential Machine Learning Techniques/Concepts are Explained, some of them are are Cross-Validation, Hyperpar...
Exploring Docker and VS Code Integration
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 ...
Automated Machine Learning
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...
Python Code Snippnet from Colab
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...
Everything About Developer Console
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...
Navigating Google Cloud Security: Key Components, Roles, and Best Practices
Navigating Google Cloud Security Is this article for me? If you are looking answers of these questions then continue reading. What are various compone...
Building AI-Powered Flutter Apps: Best Practices for Folder Structure
Building AI-Powered Flutter Apps: Best Practices for Folder Structure Is this article for you? You want to create a Flutter application but are unsure...
Python Project Folders and Files
Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...
GenAI Capabilities from AWS, Azure and GCP
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...
Exploring Ollama & LM Studio
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...
Exploring Github
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 Package Manager?
Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...
Tensorflow GPU Setup on Local Machine
Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...
All About AI Hype
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...
Variations of Language Model in Huggingface
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MLOps Tools
MLOps Tools MLOps (Machine Learning Operations) is a set of practices and tools designed to streamline and automate the deployment, monitoring, and manage...
Programming Resources
Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....
AI Usecases in Cybersecurity
AI Usecases in Cybersecurity AI in Cyber Security, Ethics Related Challenges and Usecases AI Usecases in Cyber Security Threat Detection and Response...
Open Source vs Closed Source AI
Open Source AI vs Closed Source AI Major players in the AI industry, such as Google, Microsoft, IBM, Salesforce, etc each have their own proprietary model...
How Much Memory Needed for LLM
How Much Memory Needed for LLM? What is LLM? LLM stands for Large Language Model. These are machine learning models that are trained on massive amounts of...
LLM Skills and Human Skills
LLM Skills and Human Skills What is skill? A skill is the ability to perform a task or activity effectively and efficiently. It involves applying knowled...
LLM Architecture and Training
Understanding LLM Architectures and Model Training Large Language Models (LLMs) are transforming the field of artificial intelligence by enabling machines...
LLM Security and Ethics Considerations
LLM Security and Ethics Considerations Question: For my client’s highly secured data like health industry data, banking, insurnace, internal security, etc...
Why to Finetune LLM?
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...
Software Security Concepts
Software Security Concepts As of today, this article is answering following questions related to software security. In future, I will add more concepts he...
What is Unicode and how does it works?
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, ...
Stanford Alpaca
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Understanding LLM GAN and Transformers
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Transformers Demystified A Step-by-Step Guide
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Dimensionality Reduction and Visualization
Dimensionality Reduction and Visualization What are the popular methods of dimensionality reduction? Dimensionality reduction is a crucial step in data p...
Serverless databases
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AI in Health Care
AI in Health Care Human health is paramount for inviduals, governments, hospitals and other related systems. There are powerful laws and heavy panelty for...
All about Hashing
All about Hashing What is Hashing function? A hashing function is a mathematical algorithm that converts an input (or “message”) into a fixed-size string ...
Creating Docker Image
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REST API
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NLP BenchMarks
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Decoding Windows User Folder
Decoding Windows User Folder My machine c:\users folder has 3 users Detault, harip, public. What is the purpose of these 3 users? The C:\Users folder on ...
Decoding pip install operations
Decoding pip install operations Your draft provides useful insights into using pip for Python package management. Here’s a refined version of your article...
Decoding docker commands
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Manamath Nath - Ramayana Corpus
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KM Ganguli Mahabharat Corpus
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AI Usecases in Government
AI Usecases in Government Preliminary Work before any AI Project with Government Keeping technology evolution, cost of latest technologies, government exp...
AI in School Education
AI in School Education Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t...
Data Science and Basics of Astrology
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 ...
Summary of Life Changing Selfhelp Books
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 ...
Empowering Language with AI NLP Capabilities
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Topic Modeling with BERT
Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Graph of Thoughts
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...
Basics of Word Embedding
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 ...
My Journey from Master to PhD in Data Science and AI
My Journey from Master to PhD in Data Science and AI I have been in software development between 1993 to 2009. Some of these years were in senior leadersh...
Compressing Large Language Model
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 ...
LaTeX Capabilities
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali...
What is Pinecone
What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...
ML Model Development Framework
ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
ML Model Respository from Pinto0309
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...
Python APIs for Data
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...
Distances in Machine Learning
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...
Paper with Code Resources
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
Important AI Paper List
Important AI Paper List Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor...
Machine Learning Metrics
Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
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What is LLM
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...
How to do Literature Review
How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...
NLP Tasks
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...
SQL and Relational Algebra
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...
Types of Questions
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...
Google Cloud APIs
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...
Model Tuning with VertexAI
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...
Introduction to Prompt Engineering
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
Database and Analytics Product Services from Google Azure AWS
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AI Product and Services from Google, Azure and AWS
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Introduction to ML Model Deployment
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Major LLM Developers Shaping the AI Landscape
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Python Decorator Function
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Python Naming Convention
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Sorting Algorithm A Summary Introduction Sorting is a fundamental operation in computer science and plays a vital role in various applications. Whether it’...
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What is GAN Architecture?
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...
A Guide to Model Fine Tuning with OpenAI API
A Guide to Model Fine Tuning with OpenAI API Account Setup and API Key Generation Go to openai, sign up there and create your account. After than you nee...
Capabilities of AI Transformers
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Model Garden of VertexAI
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Demystifying DevOps, MLOps, and DataOps
Demystifying DevOps, MLOps, and DataOps: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...
All Resources to Learn Data Science
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 ...
A Comprehensive Guide to 210+ AWS Services
A Comprehensive Guide to 210+ AWS Services Exploring 210+ Cloud Services and Their Purposes All these services are availalbe at Link Introduction Amazon ...
Unlocking the Power of Azure- Exploring 300+ Cloud Services and Their Purposes
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Google Cloud Service Catalog - A Comprehensive Overview of 250+ Google Cloud Services
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Unraveling the Google Web - Exploring the Purpose of Google’s Websites
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God Fathers of AI
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Business Usecases of GPT
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The Interconnectedness of Life and Data
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Types of Machine Learning
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Linux OS Directories
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Types of Technologies
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Cognitive Biases
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Responsible AI
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Cost Functions and Optimizers in Machine Learning
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Application of AI in BFSI
Application of AI in Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...
GPU for Data Science Work
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Type of Databases
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Data Lake vs Data Warehouse vs Data Mart
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AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
AI Use Cases in Food Processing
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...
Will AI Replace Human?
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What is GAN?
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Introduction to Neural Network
Introduction to Neural Network Introduction to a Perceptron A perceptron is a type of artificial neural network that can be used for binary classificatio...
Timeseries Interview Questions
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Linear Regression Interview Questions
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Statistics Interview Question for Data Scientist
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GPT Usecases
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ChatGPT Usecases
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AI in Energy Management
AI in Energy Management Introduction The application of AI in energy management is aimed at optimizing energy consumption and reducing waste in the energ...
What is Computer Vision
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The Science of Reasoning
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Book Review - Data Science in Marketing Analysis
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Confusion Matrix Bayesian Theorem
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...
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Data Science Cheatsheets
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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...
20 Reasons Why AI Project Fails
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What Are Transformers in AI
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Basic Statistics for Data Science
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Data Scientists and AI, ML Researchers
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Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
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Thousands of Machine Learning Datasets
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Machine Learning Tasks and Model Evaluation
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Machine Learning Framework, Library, Tools
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My Daily Tools
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AI, ML, DL Blogs Sites
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Best Resources to Learn Python
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High School Maths for Data Science
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