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...
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...
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...
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, DL Blogs Sites 370+ blogs/website, who publishes articles, research, opinions, observations related to AI, ML, DL, Signal Processing, Computer Vis...
AI, ML, Deep Learning, NLP Conferences & Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
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 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...
Responsible AI Introduction: Artificial Intelligence (AI) is rapidly transforming the way we live, work, and interact with the world around us. As AI sys...
Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...
Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey Paper Paper URL Paper title of the citations mentioned c...
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
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 Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
Important AI Research Papers Content from this page is migrated to Link
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...
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: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...
Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction: Artificial Intellig...
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
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 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 Account Setup and API Key Generation Go to openai, sign up there and create your account. After than you nee...
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...
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...
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 Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
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 Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...
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 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 Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t...
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 Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the Assembly Hall) Vana Parva or Aranyaka-Parva (The Bo...
Manmath Nath - Ramayana Corpus Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda ...
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...
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 Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que...
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 Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
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...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
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 Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
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...
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
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 UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...
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...
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...
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 ...
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 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 Tools/Services Sno Amazon Azure Microsoft ...
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...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
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 Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
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...
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...
Application of AI in Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...
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 for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...
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...
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 - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
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...
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
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 All these services are availalbe at Link: Introduction Embracing the cloud ...
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 Sno Azure Google AWS 1. Anomaly Detector: ...
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
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 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 Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
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 & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
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...
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 Is this article for you? You want to create a Flutter application but are unsure...
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...
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
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 ...
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...
Reinforcement Learning Git Repositories Sno. URL Description 1 https://github.com/openai/baselines ...
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 Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
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 Content from this page is migrated to Link
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 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 Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
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 # Name Purpose 1 Application Launcher For Drive (by Google) ...
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] Sno Category Subcategory URL Purpose/Remarks 1 General...
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 Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
150+ Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT devices...
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 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 Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...
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-DataScience Sno. Repo Name Repo Description Language Starred Fork 1 ...
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...
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
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...
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...
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...
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 ...
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...
150+ Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT devices...
Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects Introduction Data sources: Data sources ref...
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...
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 ...
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...
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 Tools/Services Sno Amazon Azure Microsoft ...
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
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 What is the difference between microprocessor (CPU) and GPU? A microprocessor and a GPU (graphics processing unit) are both type...
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 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 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 Account Setup and API Key Generation Go to openai, sign up there and create your account. After than you nee...
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 Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
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 & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...
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 Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
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...
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 Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...
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...
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects Introduction Data sources: Data sources ref...
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...
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 Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t...
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 What is Context, target and window? The “context” word is the surrounding word. The “target” word is the middle word. The ...
What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
AI in Energy Management Introduction The application of AI in energy management is aimed at optimizing energy consumption and reducing waste in the energ...
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...
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? XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated....
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...
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...
Embedding with FastText What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...
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...
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...
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...
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...
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? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...
Google Cloud Service Catalog A Comprehensive Overview of 250+ Google Cloud Services All these services are availalbe at Link Introduction In the ever-ev...
Navigating Google Cloud Security Is this article for me? If you are looking answers of these questions then continue reading. What are various compone...
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 Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...
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 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...
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...
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 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 Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...
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...
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...
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...
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...
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...
Github-Repos-for-DataScience Sno. Repo Name Repo Description Language Starred Fork 1 ...
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...
Unraveling the Google Web Exploring the Purpose of Google’s Websites introduction Google has become synonym of search. Therefore when you want to search s...
Google Cloud Service Catalog A Comprehensive Overview of 250+ Google Cloud Services All these services are availalbe at Link Introduction In the ever-ev...
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 Tools/Services Sno Amazon Azure Microsoft ...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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 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 Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que...
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 Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the Assembly Hall) Vana Parva or Aranyaka-Parva (The Bo...
Manmath Nath - Ramayana Corpus Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda ...
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...
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...
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 Docker and VS Code Integration Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...
Navigating Google Cloud Security Is this article for me? If you are looking answers of these questions then continue reading. What are various compone...
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 Is this article for me? If you are looking answers of these questions then continue reading. What are various compone...
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...
Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....
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...
Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...
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...
Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....
Major LLM Developers Shaping the AI Landscape From Text to Intelligence: Major LLM Developers Shaping the AI Landscape Introduction: The world of Artifi...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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 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...
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...
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 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 Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Empowering-Language-with-AI-NLP-Capabilities Introduction When envisioning artificial intelligence (AI), the initial images that often come to mind are hu...
Transformers Demystified A Step-by-Step Guide All modern Transformers are based on a paper “Attention is all you need” Introduction This was the mother p...
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, ...
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 Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...
What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...
What is dense embedding in AI? Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity...
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
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 Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...
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...
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...
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...
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...
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
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 Interview Questions and Answers In this question-answer article, I will try that the start of every answer from example rather than t...
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...
Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...
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...
How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...
How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
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 & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...
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...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
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...
Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...
Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...
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 Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...
Introduction to AI Model deployment Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product th...
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
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...
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 Let’s say the domain is a restaurant kitchen. A dataset with 3 variables. Two predictors and one predicted. Predictor...
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...
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...
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 and Answers In this question-answer article, I will try that the start of every answer from example rather than t...
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...
Cost-Functions-and-Optimizers-in-Machine-Learning What is machine learning? Machine learning is a subfield of artificial intelligence that focuses on the ...
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...
Major LLM Developers Shaping the AI Landscape From Text to Intelligence: Major LLM Developers Shaping the AI Landscape Introduction: The world of Artifi...
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...
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 Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
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...
Navigating Google Cloud Security Is this article for me? If you are looking answers of these questions then continue reading. What are various compone...
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 Is this article for me? This is article is for you, if you know About Machine learning, ML models building That machines a...
Machine Learning Key Concepts In this article Essential Machine Learning Techniques/Concepts are Explained, some of them are are Cross-Validation, Hyperpar...
AI, ML, Deep Learning, NLP Conferences & Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
Machine Learning Framework, Library, Tools Introduction As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 ...
Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...
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...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
Types of Machine Learning Introduction Machine learning is a field of artificial intelligence that focuses on developing algorithms that can learn from da...
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
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 Algebra I How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve ...
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...
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...
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...
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 ...
Introduction to AI Model deployment Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product th...
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...
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...
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 Introduction to a Perceptron A perceptron is a type of artificial neural network that can be used for binary classificatio...
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 Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
Cost-Functions-and-Optimizers-in-Machine-Learning What is machine learning? Machine learning is a subfield of artificial intelligence that focuses on the ...
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 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 Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...
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 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 Account Setup and API Key Generation Go to openai, sign up there and create your account. After than you nee...
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 What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...
Major LLM Developers Shaping the AI Landscape From Text to Intelligence: Major LLM Developers Shaping the AI Landscape Introduction: The world of Artifi...
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 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...
Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey Paper Paper URL Paper title of the citations mentioned c...
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 Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
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 & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
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 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 Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Empowering-Language-with-AI-NLP-Capabilities Introduction When envisioning artificial intelligence (AI), the initial images that often come to mind are hu...
Transformers Demystified A Step-by-Step Guide All modern Transformers are based on a paper “Attention is all you need” Introduction This was the mother p...
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, ...
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...
AI, ML, Deep Learning, NLP Conferences & Journals Content on this page keeps changing. These links are taken from my chrome browser favorites. A list...
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
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...
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
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...
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 Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Empowering-Language-with-AI-NLP-Capabilities Introduction When envisioning artificial intelligence (AI), the initial images that often come to mind are hu...
Transformers Demystified A Step-by-Step Guide All modern Transformers are based on a paper “Attention is all you need” Introduction This was the mother p...
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, ...
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...
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? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
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? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
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...
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 Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki...
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 Ollama & LM Studio Is this article for me? If you are looking answers to the following questions, then this article is for you: Question...
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
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...
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...
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...
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...
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...
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...
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: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...
Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction: Artificial Intellig...
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...
Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey Paper Paper URL Paper title of the citations mentioned c...
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 & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
Unraveling the Google Web Exploring the Purpose of Google’s Websites introduction Google has become synonym of search. Therefore when you want to search s...
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 UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...
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 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 Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....
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...
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
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...
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 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...
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...
Understanding Python Project Folder Structures: Essential Directories Explained Introduction In Python projects, certain folders and files serve specific ...
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 Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers ...
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...
Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...
Contents Introduction Data Science and Exploration The different names for software piece Why different names for the software? Why update your so...
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...
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...
Reinforcement Learning Git Repositories Sno. URL Description 1 https://github.com/openai/baselines ...
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...
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...
Reinforcement Learning Git Repositories Sno. URL Description 1 https://github.com/openai/baselines ...
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali...
How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...
Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...
Programming Resources Programming Learning with Others Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more....
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
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...
Essential Database Selection Criteria for Modern Applications Is this article for me? If you are looking answer for these questions then “Yes”. What pa...
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 ...
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...
My Daily Tools [My Daily Tools] Sno Category Subcategory URL Purpose/Remarks 1 General...
Contents Introduction Data Science and Exploration The different names for software piece Why different names for the software? Why update your so...
Question: What is Package Manager? Package managers help simplify the process of software installation, updating, and dependency management on their respe...
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...
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
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...
Basic Statistics for Data Science Important Webpages on Statistics Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou...
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
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...
How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...
Tensorflow GPU Setup on Local Machine Introduction Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt...
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 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 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 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 Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...
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 with BERT Key steps in BERTopic modelling are as following. Use “Sentence Embedding” models to embed the sentences of the article Red...
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
The Science of Reasoning About Reasoning Reasoning is a unique ability in humans. Whatever civilizational advancement we see, it is because of our abilit...
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 ...
What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...
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...
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 ...
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? XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated....
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, ...
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, ...
Online Data Science, AI, ML Content Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available. All these book...