DS, AI, ML Online Course, Tutorial, Videos
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 Tag - Posts
Welcome to dasarpAI Data Science Blogs Posts!
AI
Data Science, AI, ML, eBooks, PDF Books
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?
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
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
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
AI/ML with Oracle Cloud Oracle Infrastructure Services Register for Oracle Cloud Free Tier Oracle AI Main services Digital Assistant Document Unders...
Exploring AnythingLLM
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
A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...
Introduction to NVIDIA and Products
Overview of NVIDIA’s journey, history, DGX supercomputer series, key products, and emerging fields like generative AI.
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.
Serverless LLM Deployment Platform
Microsoft’s serverless LLM deployment platform using Azure OpenAI Service
AI Models and Creators
Overview of popular AI models and their creators in industry.
Exploring Graphics Processing Units (GPUs)
Exploring the journey, capabilities, architecture and components of Graphics Processing Units (GPUs)
Visualizing Transformers and Attention
Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
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.
Framework for using LLM
A comprehensive guide to selecting the right model and prompt type for your LLM project.
AI Blogs
AI, ML, DL Blogs Sites
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, ML, Deep Learning, NLP Conferences & Journals
AI, ML, Deep Learning, NLP Conferences & Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
AI Conversation
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...
Navigating the JavaScript Ecosystem
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)
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...
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...
AI Deployment
Introduction to ML Model Deployment
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
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
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
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
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
Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation
Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey Paper Paper URL Paper title of the citations mentioned c...
AI Podcast Summary
Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
AI Products
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
AI Project Failure
20 Reasons Why AI Project Fails
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
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
AI Research Paper
Paper with Code Resources
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
AI Research Papers
Important AI Research Papers
Important AI Research Papers Content from this page is migrated to Link
AI Researchers
Data Scientists and AI, ML Researchers
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
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
Demystifying DevOps, MLOps, and DataOps: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...
Model Garden of VertexAI
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
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
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
AI Transformers
What Are Transformers in AI
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
Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...
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...
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...
AI Trends
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...
AI Usecases
100+ High Level AI Usecases
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
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
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
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
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
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
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
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
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
Manmath Nath - Ramayana Corpus Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda ...
API
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...
APIs
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...
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...
AWS
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 ...
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
AWS AutoML
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...
AWS Cloud
Introduction to Prompt Engineering
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
Abbreviation
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Machine Learning Metrics
Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
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...
Agriculture
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...
Algorithms
Sorting Algorithm A Summary
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
Python Naming Convention UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...
Android Development
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...
App Development
Exploring LLM Application Development
Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...
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...
Application Integration
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...
Application of AI
100+ High Level AI Usecases
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
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
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
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
Visualizing Transformers and Attention
Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
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.
AutoML
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
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...
Auzre Cloud
Introduction to Prompt Engineering
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
Azure
Unlocking the Power of Azure- Exploring 300+ Cloud Services and Their Purposes
Unlocking the Power of Azure Exploring 300+ Cloud Services and Their Purposes All these services are availalbe at Link: Introduction Embracing the cloud ...
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
Azure AI
Microsoft AI Products
Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.
Azure AutoML
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...
Azure Cognitive Services
Microsoft AI Products
Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.
Azure Machine Learning
Microsoft AI Products
Overview of Microsoft’s AI offerings, including Azure AI, Azure Machine Learning, and Azure Cognitive Services.
Azure OpenAI Service
Serverless LLM Deployment Platform
Microsoft’s serverless LLM deployment platform using Azure OpenAI Service
BERT
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...
BFSI
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...
BOOKS
Books on Conciousness
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
Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...
Bigdata
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...
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...
Book Review
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
CLI
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...
CSS
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...
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 ...
ChatGPT
ChatGPT Usecases
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
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
My Favorite Chrome Extensions
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
Chrome Tools
My Favorite Chrome Extensions
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
Cloud
Google Cloud Service Catalog - A Comprehensive Overview of 250+ Google Cloud Services
Google Cloud Service Catalog A Comprehensive Overview of 250+ Google Cloud Services All these services are availalbe at Link Introduction In the ever-ev...
Unlocking the Power of Azure- Exploring 300+ Cloud Services and Their Purposes
Unlocking the Power of Azure Exploring 300+ Cloud Services and Their Purposes All these services are availalbe at Link: Introduction Embracing the cloud ...
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 ...
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
Cloud Computing
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...
Clustering
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...
Collections
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 ...
Computer Vision
What is Computer Vision
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
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
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
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
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
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
Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...
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...
Confusion Matrix
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...
Consciousness
Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
Container Orchestration
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...
Container Registry
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...
Containerization
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 ...
Content Creation
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...
Navigating the JavaScript Ecosystem
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)
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
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
Reinforcement Learning Git Repositories
Reinforcement Learning Git Repositories Sno. URL Description 1 https://github.com/openai/baselines ...
Data Science Interview Question Answers
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
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
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...
Important AI Research Papers
Important AI Research Papers Content from this page is migrated to Link
High School Maths for Data Science
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 YouTube Channels to Learn Data Science
Best YouTube Channels to Learn Data Science Introduction The way we are learning new technologies has hugely changed in the last 5 years. Many educators, ...
AI, ML, Deep Learning, NLP Conferences & Journals
AI, ML, Deep Learning, NLP Conferences & Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
Best Resources to Learn Python
Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...
My Favorite Chrome Extensions
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
AI, ML, DL Blogs Sites
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
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
Machine Learning Framework, Library, Tools
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 Tasks and Model Evaluation
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
Thousands of Machine Learning Datasets
Thousands of Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT...
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects Introduction Data sources: Data sources ref...
Data Scientists and AI, ML Researchers
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
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
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...
Github Repos for Data Science
Github-Repos-for-DataScience Sno. Repo Name Repo Description Language Starred Fork 1 ...
Data Science Cheatsheets
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
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
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
Data
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...
Data Analysis
EDA & Feature Engineering 101
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
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
Data Anonymization
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 ...
Data Center
Introduction to NVIDIA and Products
Overview of NVIDIA’s journey, history, DGX supercomputer series, key products, and emerging fields like generative AI.
Data Engineering
The Interconnectedness of Life and Data
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
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 ...
Data Science
DS, AI, ML Online Course, Tutorial, Videos
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
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
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 ...
Features ofShazam Econometrics Software
Overview of Shazam’s features in econometrics, statistics, and data science.
Data Science Book
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
Data Science Books
Data Science, AI, ML, eBooks, PDF Books
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
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
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 Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Data Sources
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects Introduction Data sources: Data sources ref...
Database
Data Lake vs Data Warehouse vs Data Mart
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
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
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
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects Introduction Data sources: Data sources ref...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
Decoder
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
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...
Deep Learning
What Are Transformers in AI
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
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
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
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
Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...
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...
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GraphQL
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Exploring AnythingLLM
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Framework for using LLM
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LLM App Development
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LLM Embeddings
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LLM Infrastructure
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LaTeX
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Language Models
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Learning AI
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Lex Fridman
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Linux Distributions
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Liquid
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Literature Review
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Exploring Graphics Processing Units (GPUs)
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ML Libraries
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ML Metrics
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ML Models
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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...
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ML Projects
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ML Researchers
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ML Training
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MLOPs
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MLOps
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Software Installation
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Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...
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...
Static Site Generator
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 ...
Statistical Terms
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Statistics
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
Features ofShazam Econometrics Software
Overview of Shazam’s features in econometrics, statistics, and data science.
Statistics for Data Science
Basic Statistics for Data Science
Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Stats for Data Science
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
Synthetic Data
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 ...
Technologies
Types of Technologies
How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...
Templating
Understanding HTML Templating with Python, Ruby, and PHP
Understanding HTML Templating with Python, Ruby, and PHP What is HTML Templating? This concept is widely used across different frameworks and languages to...
Templating Language
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 ...
TensorFlow
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...
Tensorflow Installation
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...
Text Generation
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...
Navigating the JavaScript Ecosystem
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)
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca...
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...
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...
Exploring LLM Application Development
Exploring LLM Application Development What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio...
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...
Time series Forecasting
Timeseries Interview Questions
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
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
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
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
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
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
Topic Modeling with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Transformer
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
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...
Transformers
Visualizing Transformers and Attention
Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
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.
Type Script
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...
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 ...
Type of Reasoning
The Science of Reasoning
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
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
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
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
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
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
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
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
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
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
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
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
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?
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....
YouTube Channels for AI
Best YouTube Channels to Learn Data Science
Best YouTube Channels to Learn Data Science Introduction The way we are learning new technologies has hugely changed in the last 5 years. Many educators, ...
YouTube Channels for Data Scientist
Best YouTube Channels to Learn Data Science
Best YouTube Channels to Learn Data Science Introduction The way we are learning new technologies has hugely changed in the last 5 years. Many educators, ...
Zero Shot Learning
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...
eBook
Data Science, AI, ML, eBooks, PDF Books
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...