Data Science Blog
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Welcome to my Data Science Blog!
Programming Resources
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Programming
Learning Resources
Programming
Software Development
Coding Resources
Learning Resources
Technical Interviews
Career Development
Development Environment
Programming Resources # Programming # Learning with Others # Codementor : A mentorship community to …
AI Usecases in Cybersecurity
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AI Applications
Cybersecurity
Artificial Intelligence (AI)
Cybersecurity
Machine Learning (ML)
AI Ethics and Governance
Data Security
Business Concepts
AI Usecases in Cybersecurity # AI in Cyber Security, Ethics Related Challenges and Usecases # AI …
Open Source vs Closed Source AI
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Artificial Intelligence (AI)
Technology Trends & Future
Artificial Intelligence (AI)
Open Source
Technology Concepts
Machine Learning (ML)
AI Development
Technology Ethics
AI Model Deployment
AI Infrastructure
AI Trends
AI Ethics and Governance
Open Source AI vs Closed Source AI # Major players in the AI industry, such as Google, Microsoft, …
How Much Memory Needed for LLM
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Language Models (LLMs)
AI Hardware & Infrastructure
IT Infrastructure
AI Infrastructure
Computing Infrastructure
GPU Computing
Computer Science Fundamentals
Deep Learning (DL)
How Much Memory Needed for LLM? # What is LLM? # LLM stands for Large Language Model. These are …
LLM Skills and Human Skills
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Language Models (LLMs)
Business & Career
Societal Impact
Artificial Intelligence (AI)
Career Development
AI Capabilities
AI Integration
LLM Skills and Human Skills # What is skill? # A skill is the ability to perform a task or activity …
LLM Architecture and Training
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Language Models (LLMs)
AI/ML Models
Software Architecture & Design
Language Models (LLMs)
Deep Learning (DL)
AI Model Training
Neural Networks
AI Development
Machine Learning (ML)
Transformer Models
Understanding LLM Architectures and Model Training # Large Language Models (LLMs) are transforming …
LLM Security and Ethics Considerations
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Language Models (LLMs)
AI Ethics & Governance
Cybersecurity
AI Ethics and Governance
Data Security
Data Privacy
AI Safety
ML Security
LLM Security and Ethics Considerations # Question: For my client’s highly secured data like …
Why to Finetune LLM?
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Language Models (LLMs)
AI/ML Models
Machine Learning (ML)
LLM Fine-Tuning
Machine Learning (ML)
AI Model Training
AI Model Customization
Language Models (LLMs)
Transfer Learning
Neural Networks
Finetuning, Fewshot Learning, Why and How? # Why to finetune a LLM? # Fine-tuning a large language …
What is Unicode and how does it works?
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Data Science
Programming
Computer Science Fundamentals
Computer Science Fundamentals
Text Processing
Software Development
Technology Standards
Programming
Data Fundamentals
What is Unicode and how does it works? # What is Unicode: A Universal Character Set # Unicode is a …
Stanford Alpaca
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AI/ML Models
Language Models (LLMs)
Technology Trends & Future
Language Models (LLMs)
Specific AI Models
AI Models
AI Model Training
Open Source AI
Machine Learning (ML)
Stanford Alpaca # Introduction # Stanford Alpaca Github Report
Stanford Alpaca is An …
Software Security Concepts
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Cybersecurity
Software Development
Cybersecurity
Software Development
Data Security
Software Security Concepts # As of today, this article is answering following questions related to …
Understanding LLM GAN and Transformers
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Language Models (LLMs)
Generative AI
AI/ML Models
Language Models (LLMs)
Generative AI
Transformer Models
Deep Learning (DL)
AI Architecture
Neural Networks
Machine Learning (ML)
Understanding LLM, GAN and Transformers # LLM Layers # Large Language Models (LLMs) are typically …
Transformers Demystified A Step-by-Step Guide
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AI/ML Models
Artificial Intelligence (AI)
Transformer Models
Deep Learning (DL)
Natural Language Processing (NLP)
Neural Networks
Machine Learning (ML)
AI Architecture
Transformer Architecture
Transformers Demystified A Step-by-Step Guide # All modern Transformers are based on a paper …
Dimensionality Reduction and Visualization
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Data Analysis & Visualization
Machine Learning (ML)
Data Science
Data Science
Machine Learning (ML)
Data Visualization
Dimensionality Reduction
Data Analysis
Dimensionality Reduction and Visualization # What are the popular methods of dimensionality …
Serverless databases
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Databases
Cloud Computing
DevOps & MLOps
Serverless Computing
Cloud Databases
Database Management
Cloud Computing
Data Storage
Cloud Architecture
Databases
Serverless databases # A serverless database is a type of database service that automatically …
AI in Health Care
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Healthcare Technology
AI Applications
Healthcare AI
Healthcare Technology
AI in Health Care # Human health is paramount for inviduals, governments, hospitals and other …
All about Hashing
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Cybersecurity
Algorithms
Computer Science Fundamentals
Cybersecurity
Data Security
Data Quality
All about Hashing # What is Hashing function? # A hashing function is a mathematical algorithm that …
Creating Docker Image
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Containerization
Software Development
Docker
Containerization
DevOps
Development Tools
Deployment
Creating Docker Image # What is Docker? # Docker is an open platform for developing, shipping, and …
REST API
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API Development
Web Development
API Development
Web Development
Web Services
Software Architecture
Backend Development
Networking
REST API # An API (Application Programming Interface) is a set of rules and protocols that allows …
NLP BenchMarks
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Natural Language Processing (NLP)
AI/ML Research & Evaluation
Evaluation & Metrics
Natural Language Processing (NLP)
Machine Learning (ML)
AI Benchmarks
Language Models (LLMs)
Evaluation
NLP Evaluation
AI Model Evaluation
NLP BenchMarks # What is Language Model? # A language model is a computational model that …
Decoding Windows User Folder
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IT Infrastructure
System Administration
Operating Systems
System Administration
File Management
Software Development
Decoding Windows User Folder # My machine c:\users folder has 3 users Detault, harip, public. What …
Decoding pip install operations
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Python
Programming
Development Environment & Tools
Python
Software Development Tools
Development Tools
Development Environment
Software Development
Decoding pip install operations # Your draft provides useful insights into using pip for Python …
Decoding docker commands
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Containerization
Development Environment & Tools
Programming
Docker
Containerization
DevOps
Software Development
Development Tools
System Administration
Decoding docker commands # Is this article for me? # If you are coming from IT Infrastructure …
Manamath Nath - Ramayana Corpus
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Data Science
Natural Language Processing (NLP)
Interdisciplinary Topics
Corpus
AI Use Cases
Literature
Sanskrit
NLP Concepts
Digital Humanities
Ancient Texts
Manmath Nath - Ramayana Corpus # Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda …
KM Ganguli Mahabharat Corpus
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Data Science
Natural Language Processing (NLP)
Interdisciplinary Topics
Corpus
Literature
Sanskrit
NLP Concepts
Digital Humanities
Ancient Texts
KM Ganguli Mahabharat Corpus # Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the …
AI Usecases in Government
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AI Applications
Industry Applications
AI in Government
Public Services
Digital Transformation
Urban Technology
E-Governance
AI Usecases in Government # Preliminary Work before any AI Project with Government # Keeping …
AI in School Education
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Education Technology
AI Applications
AI in Education
Education Technology
AI in School Education # Introduction # In the ever-evolving landscape of education, a …
Data Science and Basics of Astrology
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Data Science
Astronomy
Ancient Texts
Predictive Analytics
Basics of Jyotish # Introduction # In this article I am going to discuss the basics of astrology …
Summary of Life Changing Selfhelp Books
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Philosophy & Cognitive Science
Learning Resources
Business & Career
Personal Development
Learning Resources
Download Link to this Diary
The Inspirational Leader by Gifford Thomas The 5 Elements of Effective …
Empowering Language with AI NLP Capabilities
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Artificial Intelligence (AI)
Natural Language Processing (NLP)
AI Applications
Natural Language Processing (NLP)
Language Models (LLMs)
Text Analysis
Machine Learning (ML)
NLP Applications
Text Processing
Empowering-Language-with-AI-NLP-Capabilities # Introduction # When envisioning artificial …
Topic Modeling with BERT
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Natural Language Processing (NLP)
Data Analysis & Visualization
AI/ML Models
Language Models (LLMs)
NLP Applications
Text Analysis
Natural Language Processing (NLP)
Machine Learning (ML)
Text Mining
Topic Modeling with BERT # Key steps in BERTopic modelling are as following.
Use “Sentence …
Graph of Thoughts
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Prompt Engineering
Artificial Intelligence (AI)
Prompt Engineering
Language Models (LLMs)
AI Reasoning
Neural Networks
Machine Learning (ML)
Cognitive Computing
Artificial Intelligence (AI)
Graph of Thoughts # This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The …
Basics of Word Embedding
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Natural Language Processing (NLP)
AI/ML Models
Data Science
NLP Concepts
Natural Language Processing (NLP)
Data Representation
Text Processing
Machine Learning (ML)
Neural Networks
Language Models (LLMs)
Basics of Word Embedding # What is Context, target and window? # The “context” word is …
My Journey from Master to PhD in Data Science and AI
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Research & Academia
Business & Career
Research and Academia
Data Science Education
AI Research
Research Methods
Technical Writing
Education Technology
My Journey from Master to PhD in Data Science and AI # I have been in software development between …
Compressing Large Language Model
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Language Models (LLMs)
AI Hardware & Infrastructure
AI/ML Models
Language Models (LLMs)
AI Model Optimization
Deep Learning (DL)
AI Model Architecture
Compressing Large Language Model # Is this article for me? # If you are looking answers to …
LaTeX Capabilities
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Software Development
Development Environment & Tools
Learning Resources
Technical Writing
Research Tools
Research and Academia
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by …
What is Pinecone
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Databases
AI/ML Models
Data Science
Vector Databases
Machine Learning Concepts
Information Retrieval
Language Models (LLMs)
Machine Learning (ML)
Data Storage
What is pinecone? # Pinecone is a managed vector database that provides vector search (or …
ML Model Development Framework
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Machine Learning (ML)
Development Environment & Tools
Software Development
Machine Learning Development
ML Frameworks
Deep Learning (DL)
AI Model Architecture
MLOps
Software Engineering
Best Practices
ML Model Development Framework & Model Repositories # Introduction # There are hundreds of …
ML Model Respository from Pinto0309
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Machine Learning (ML)
AI/ML Models
DevOps & MLOps
Machine Learning Models
AI Platforms
Transfer Learning
Deep Learning (DL)
Computer Vision
Natural Language Processing (NLP)
AI Model Deployment
AI Resources
ML Model Repository from Pinto0309 # Introduction # Using AI we can solve many kinds of tasks for …
Python APIs for Data
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Python
API Development
Programming
Python
API Development
Data Integration
Web Services
Programming
Data Collection
Development Tools
Python APIs for Data # Bing Bing is a search engine that brings together the best of search and …
Distances in Machine Learning
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Machine Learning (ML)
Data Analysis & Visualization
Mathematics
Machine Learning (ML)
Mathematics for AI
Data Analysis
Mathematics
Machine Learning Algorithms
Statistical Methods
Distances in Machine Learning # Every sample, record, word, sentence, object, image etc in the …
Paper with Code Resources
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AI/ML Research & Evaluation
Learning Resources
Research Methods
ML Frameworks
Coding Resources
AI Development
Machine Learning (ML)
Deep Learning (DL)
Computer Vision
Research Papers
Paper with Code Resources # Trending Papers of 2021 # ADOP: Approximate Differentiable One-Pixel …
Important AI Paper List
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Artificial Intelligence (AI)
AI/ML Research & Evaluation
Data Science Resources
Language Models (LLMs)
Transformer Architecture
Neural Network Architecture
Research Papers
AI Research
Machine Learning (ML)
Deep Learning (DL)
Learning Resources
AI Development
Research Resources
Important AI Paper List # Introduciton # In almost all citations it becomes very difficult to read …
Machine Learning Metrics
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Machine Learning (ML)
Evaluation & Metrics
Machine Learning (ML)
AI Model Evaluation
Evaluation Metrics
Data Science
Machine Learning Metrics
Statistical Analysis
Machine Learning Metrics # Introduction # In Machine Learning projects whether classical machine …
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
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Language Models (LLMs)
Learning Resources
Artificial Intelligence (AI)
Language Models (LLMs)
Deep Learning (DL)
Natural Language Processing (NLP)
Computer Vision
AI Fundamentals
Machine Learning (ML)
Technical Writing
Comprehensive Glossary of LLM # I am developing this Glossary slowly at my own pace. Content on …
What is LLM
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Language Models (LLMs)
Natural Language Processing (NLP)
Artificial Intelligence (AI)
Language Models (LLMs)
Specific AI Models
Natural Language Processing (NLP)
AI Models
Transformer Architecture
Deep Learning (DL)
Machine Learning (ML)
What is Large Language Model # Introduction # LLM stands for Large Language Model. It is a type of …
Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation
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Language Models (LLMs)
Generative AI
AI/ML Research & Evaluation
AI Research Papers
Natural Language Processing (NLP)
Research Papers
Generative AI
Transfer Learning
Machine Learning (ML)
Language Models (LLMs)
AI Research
Paper Name :- Pretrained Language Models for Text Generation: A Survey
Typer of Paper:- Survey …
How to do Literature Review
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Research & Academia
Learning Resources
Research Methods
Technical Writing
Research Papers
Research and Academia
How to Conduct Literature Review? # Introduction # Literature Review (LR) or Literature Survey (LS) …
NLP Tasks
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Natural Language Processing (NLP)
Natural Language Processing (NLP)
Machine Learning (ML)
Text Analysis
Language Models (LLMs)
NLP Research
Artificial Intelligence (AI)
NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …
SQL and Relational Algebra
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Databases
Mathematics
SQL Databases
Databases
Database Theory
Data Management
SQL and Relational Algebra # Relational algebra (RA) is considered as a procedural query language …