Data Science Tag - Posts

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AI

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

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

Data Science, AI, ML, eBooks, PDF Books

51 minute read

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

Will AI Replace Human?

5 minute read

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

Types of Technologies

5 minute read

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

AI Blogs

AI, ML, DL Blogs Sites

3 minute read

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

AI Conferences

AI Deployment

Introduction to ML Model Deployment

11 minute read

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

AI Diary

AI ML Resources from My Diary

41 minute read

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

AI Ethics

Responsible AI

4 minute read

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

AI Interview Questions

Data Science Interview Question Answers

6 minute read

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

AI Paper

AI Podcast Summary

AI Products

AI Project Failure

20 Reasons Why AI Project Fails

6 minute read

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

AI Project Ideas

AI Research Paper

Paper with Code Resources

27 minute read

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

AI Research Papers

AI Researchers

Data Scientists and AI, ML Researchers

1 minute read

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

AI Resources

All Resources to Learn Data Science

3 minute read

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

Demystifying DevOps, MLOps, and DataOps

8 minute read

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

Model Garden of VertexAI

15 minute read

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

AI Tools

My Daily Tools

12 minute read

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

AI Transformers

What Are Transformers in AI

37 minute read

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

Capabilities of AI Transformers

28 minute read

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

What is GAN Architecture?

4 minute read

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

AI Trends

All About AI Hype

9 minute read

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

AI Usecases

100+ High Level AI Usecases

17 minute read

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

AI Use Cases in Food Processing

2 minute read

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

AI Usecases in Agriculture Industry

2 minute read

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

Application of AI in BFSI

5 minute read

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

AI-General

God Fathers of AI

6 minute read

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

AI-Usecases

AI in Energy Management

2 minute read

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

AI in School Education

10 minute read

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

AI Usecases in Government

2 minute read

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

KM Ganguli Mahabharat Corpus

less than 1 minute read

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

Manamath Nath - Ramayana Corpus

less than 1 minute read

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

API

Python APIs for Data

1 minute read

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

APIs

Google Cloud APIs

12 minute read

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

Types of Questions

6 minute read

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

AWS

A Comprehensive Guide to 210+ AWS Services

13 minute read

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

AWS AutoML

Automated Machine Learning

4 minute read

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

AWS Cloud

Introduction to Prompt Engineering

10 minute read

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

Model Tuning with VertexAI

3 minute read

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

Abbreviation

Machine Learning Metrics

19 minute read

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

Distances in Machine Learning

4 minute read

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

Agriculture

AI Usecases in Agriculture Industry

2 minute read

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

Algorithms

Sorting Algorithm A Summary

7 minute read

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

Python Naming Convention

2 minute read

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

Android Development

Application of AI

100+ High Level AI Usecases

17 minute read

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

Astrology

Data Science and Basics of Astrology

15 minute read

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

Astronomy

Data Science and Basics of Astrology

15 minute read

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

AutoML

Automated Machine Learning

4 minute read

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

Auzre Cloud

Introduction to Prompt Engineering

10 minute read

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

Model Tuning with VertexAI

3 minute read

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

Azure

Azure AutoML

Automated Machine Learning

4 minute read

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

BERT

What is LLM

20 minute read

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

BFSI

Application of AI in BFSI

5 minute read

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

BOOKS

Books on Conciousness

51 minute read

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

Basic Statistics

Basic Statistics for Data Science

less than 1 minute read

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

Bigdata

Exploring Apache Hive

14 minute read

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

Selecting Database for Project

10 minute read

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

Book Review

ChatGPT

ChatGPT Usecases

7 minute read

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

Chrome Extensions

Chrome Tools

Cloud

A Comprehensive Guide to 210+ AWS Services

13 minute read

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

Clustering

Topic Modeling with BERT

1 minute read

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

Computer Vision

What is Computer Vision

11 minute read

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

AI Use Cases in Food Processing

2 minute read

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

AI Usecases in Agriculture Industry

2 minute read

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

ML Model Respository from Pinto0309

30 minute read

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

ML Model Development Framework

1 minute read

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

Configuration Management

Folder Structure for ML Project

12 minute read

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

Python Project Folders and Files

9 minute read

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

Confusion Matrix

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

Consciousness

Containerization

Exploring Docker and VS Code Integration

19 minute read

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

DS Cheatsheet

Data Science Cheatsheets

2 minute read

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

DS Resources

Data Science Interview Question Answers

6 minute read

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

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

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

Mathematics for Data Scientist

1 minute read

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

High School Maths for Data Science

9 minute read

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

Best Resources to Learn Python

1 minute read

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

AI, ML, DL Blogs Sites

3 minute read

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

My Daily Tools

12 minute read

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

Machine Learning Framework, Library, Tools

8 minute read

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

Datasets

18 minute read

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

Data Scientists and AI, ML Researchers

1 minute read

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

Basic Statistics for Data Science

less than 1 minute read

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

AI ML Resources from My Diary

41 minute read

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

Data Science Cheatsheets

2 minute read

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

Data Science, AI, ML, eBooks, PDF Books

51 minute read

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

Daily Tools

My Daily Tools

12 minute read

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

Data

Python APIs for Data

1 minute read

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

Data Analysis

EDA & Feature Engineering 101

18 minute read

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

Data Analytics

Data Engineering

The Interconnectedness of Life and Data

12 minute read

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

Data Science

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

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

Data Science, AI, ML, eBooks, PDF Books

51 minute read

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

Data Science and Basics of Astrology

15 minute read

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

Data Science Book

Data Science Books

Data Science, AI, ML, eBooks, PDF Books

51 minute read

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

Data Science Datasets

Datasets

18 minute read

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 Questions

Data Science Interview Question Answers

6 minute read

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

Data Science Project Ideas

Data Sources

Database

Data Lake vs Data Warehouse vs Data Mart

6 minute read

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

Type of Databases

9 minute read

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

Database Joins

SQL and Relational Algebra

2 minute read

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

Databases

Decoder

Important AI Paper List

25 minute read

Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...

Deep Learning

What Are Transformers in AI

37 minute read

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

GPU for Data Science Work

6 minute read

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

Cognitive Biases

33 minute read

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

Business Usecases of GPT

8 minute read

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

Capabilities of AI Transformers

28 minute read

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

What is GAN Architecture?

4 minute read

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

Paper with Code Resources

27 minute read

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

ML Model Respository from Pinto0309

30 minute read

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

ML Model Development Framework

1 minute read

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

Tensorflow GPU Setup on Local Machine

15 minute read

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

Deep Learning Conferences

Deep Learning Project Ideas

Deep Learning Projects

Design Tools

My Daily Tools

12 minute read

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

Directory Structure

Folder Structure for ML Project

12 minute read

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

Docker

Tensorflow GPU Setup on Local Machine

15 minute read

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

Exploring Docker and VS Code Integration

19 minute read

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

EDA

EDA & Feature Engineering 101

18 minute read

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

ETL Tools

Education

Will AI Replace Human?

5 minute read

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

Data Science and Basics of Astrology

15 minute read

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

AI in School Education

10 minute read

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

Embedding

Embedding with FastText

8 minute read

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

Basics of Word Embedding

11 minute read

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

Embeddings

Exploring Dense Embedding Models in AI

12 minute read

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

Encoder

Important AI Paper List

25 minute read

Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...

Encoder-Decoder

Important AI Paper List

25 minute read

Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...

Energy

AI in Energy Management

2 minute read

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

Error Rate

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

Explainable AI

Dealing with Sensitive Data

2 minute read

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

What is XAI?

4 minute read

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

Exploratory Data Analysis

EDA & Feature Engineering 101

18 minute read

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

F1 Score

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

FastText

Embedding with FastText

8 minute read

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

Feature Engineering

EDA & Feature Engineering 101

18 minute read

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

Flutter

Food Processing

AI Use Cases in Food Processing

2 minute read

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

Future with AI

All About AI Hype

9 minute read

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

GAN

Business Usecases of GPT

8 minute read

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

What is GAN Architecture?

4 minute read

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

GCP

Everything About Developer Console

1 minute read

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

GCP AutoML

Automated Machine Learning

4 minute read

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

GPT

Business Usecases of GPT

8 minute read

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

What is LLM

20 minute read

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

GPT3

ChatGPT Usecases

7 minute read

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

GPT Usecases

4 minute read

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

GPU

GPU for Data Science Work

6 minute read

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

Tensorflow GPU Setup on Local Machine

15 minute read

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

GenAI

GenAI Capabilities from AWS, Azure and GCP

8 minute read

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

Generalized ML Model

Generalized AI Model for Prediction

5 minute read

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

Github

Exploring Github

19 minute read

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

Introduction to Perplexity AI

3 minute read

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

Github Repos

Glossary

What is CAPTCHA?

1 minute read

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

Google

Google Cloud

Introduction to Prompt Engineering

10 minute read

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

Model Tuning with VertexAI

3 minute read

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

Google Cloud APIs

12 minute read

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

Types of Questions

6 minute read

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

Government

AI Usecases in Government

2 minute read

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

KM Ganguli Mahabharat Corpus

less than 1 minute read

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

Manamath Nath - Ramayana Corpus

less than 1 minute read

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

High Level AI Usecases

100+ High Level AI Usecases

17 minute read

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

Hive

Exploring Apache Hive

14 minute read

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

Selecting Database for Project

10 minute read

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

IDE

Exploring Docker and VS Code Integration

19 minute read

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

IT Infrastructure

Everything About Developer Console

1 minute read

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

IT Security

Everything About Developer Console

1 minute read

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

Interview

Programming Resources

9 minute read

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

Interview Question

Linear Regression Interview Questions

54 minute read

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

Interview Questions

Data Science Interview Question Answers

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

Timeseries Interview Questions

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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...

Jobs

Programming Resources

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

LLM

Introduction to Prompt Engineering

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

Model Tuning with VertexAI

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

What is LLM

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

Important AI Paper List

25 minute read

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

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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

20 minute read

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

Graph of Thoughts

2 minute read

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

Topic Modeling with BERT

1 minute read

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

What is Unicode and how does it works?

8 minute read

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

Why to Finetune LLM?

14 minute read

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

Exploring Ollama & LM Studio

24 minute read

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

Exploring Dense Embedding Models in AI

12 minute read

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

LLM Embeddings

Exploring Dense Embedding Models in AI

12 minute read

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

LaTeX

LaTeX Capabilities

5 minute read

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

Language Models

Introduction to Prompt Engineering

10 minute read

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

Model Tuning with VertexAI

3 minute read

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

Large Language Model

Compressing Large Language Model

20 minute read

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

Exploring Ollama & LM Studio

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

GenAI Capabilities from AWS, Azure and GCP

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

Learning AI

Learning ML

Learning Process

Lex Fridman

Library

Machine Learning Framework, Library, Tools

8 minute read

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

Linear Regression

Linear Regression Interview Questions

54 minute read

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

Linux

Linux OS Directories

4 minute read

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

Linux Software Installation

What is Package Manager?

5 minute read

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

Exploring Github

19 minute read

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

Literature Review

How to do Literature Review

5 minute read

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

ML

Types of Technologies

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

ML Libraries

Paper with Code Resources

27 minute read

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

ML Metrics

Machine Learning Metrics

19 minute read

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

ML Models

ML Model Respository from Pinto0309

30 minute read

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

ML Model Development Framework

1 minute read

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

What is Pinecone

7 minute read

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

ML Project Directory Structure

Folder Structure for ML Project

12 minute read

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

ML Projects

ML Researchers

Data Scientists and AI, ML Researchers

1 minute read

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

ML Training

Cognitive Biases

33 minute read

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

MLOPs

Python Project Folders and Files

9 minute read

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

MLOps

Folder Structure for ML Project

12 minute read

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

Cognitive Biases

33 minute read

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

Introduction to ML Model Deployment

11 minute read

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

Machine Learning

DS, AI, ML Online Course, Tutorial, Videos

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

EDA & Feature Engineering 101

18 minute read

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

Data Science, AI, ML, eBooks, PDF Books

51 minute read

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

Domain Knowledge in Machine Learning

1 minute read

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

What is NLP?

12 minute read

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

ChatGPT Usecases

7 minute read

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

GPT Usecases

4 minute read

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

Linear Regression Interview Questions

54 minute read

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

Timeseries Interview Questions

24 minute read

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

God Fathers of AI

6 minute read

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

What is LLM

20 minute read

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

Machine Learning Metrics

19 minute read

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

Important AI Paper List

25 minute read

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

4 minute read

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

Everything About Developer Console

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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

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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 Concepts

Machine Learning Key Concepts

46 minute read

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

Machine Learning Conferences

Machine Learning Framework

Machine Learning Framework, Library, Tools

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

Machine Learning Interview Questions

Data Science Interview Question Answers

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

Machine Learning Models

Generalized AI Model for Prediction

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

Machine Learning Project Ideas

Machine Learning Tasks

Machine-Learning

Types of Machine Learning

41 minute read

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

Marketing Analytics

Mathematics for Data Scientist

Mathematics for Data Scientist

1 minute read

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

High School Maths for Data Science

9 minute read

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

Maths

Maths in AI

Distances in Machine Learning

4 minute read

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

Meta

Exploring Ollama & LM Studio

24 minute read

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

Model Compressing

Compressing Large Language Model

20 minute read

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

Model Deployment

Introduction to ML Model Deployment

11 minute read

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

Model Evaluation

Machine Learning Metrics

19 minute read

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

NLP

What Are Transformers in AI

37 minute read

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

ChatGPT Usecases

7 minute read

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

GPT Usecases

4 minute read

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

Introduction to Neural Network

6 minute read

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

What is GAN?

5 minute read

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

AI Use Cases in Food Processing

2 minute read

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

AI Usecases in Agriculture Industry

2 minute read

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

Books on Conciousness

51 minute read

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

Cognitive Biases

33 minute read

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

The Interconnectedness of Life and Data

12 minute read

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

Business Usecases of GPT

8 minute read

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

Capabilities of AI Transformers

28 minute read

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

What is GAN Architecture?

4 minute read

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

Embedding with FastText

8 minute read

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

NLP Tasks

45 minute read

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

What is LLM

20 minute read

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

Machine Learning Metrics

19 minute read

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

Important AI Paper List

25 minute read

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

27 minute read

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

ML Model Respository from Pinto0309

30 minute read

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

ML Model Development Framework

1 minute read

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

Basics of Word Embedding

11 minute read

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

Graph of Thoughts

2 minute read

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

Topic Modeling with BERT

1 minute read

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

What is Unicode and how does it works?

8 minute read

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

Why to Finetune LLM?

14 minute read

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

NLP Conferences

NLP Model Evaluation

NLP Project Ideas

NLP Projects

NLP Researchers

Data Scientists and AI, ML Researchers

1 minute read

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

NLP Tasks

NLP Tasks

45 minute read

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

NLU

Graph of Thoughts

2 minute read

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

Topic Modeling with BERT

1 minute read

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

What is Unicode and how does it works?

8 minute read

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

Why to Finetune LLM?

14 minute read

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

Naive Bayes

Top 10 Technologies of Future

less than 1 minute read

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

How Naive Bayes Classifier Works

less than 1 minute read

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

Naive Bayes Classifier

Top 10 Technologies of Future

less than 1 minute read

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

How Naive Bayes Classifier Works

less than 1 minute read

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

Natural Language Processing

ChatGPT Usecases

7 minute read

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

GPT Usecases

4 minute read

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

NLP Tasks

45 minute read

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

OOPs

Python Code Snippnet from Colab

8 minute read

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

Ollama

Exploring Ollama & LM Studio

24 minute read

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

Online Tutorial

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

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

Online Video

DS, AI, ML Online Course, Tutorial, Videos

5 minute read

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

OpenAI

ChatGPT Usecases

7 minute read

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

GPT Usecases

4 minute read

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

PM Tools

My Daily Tools

12 minute read

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

Package Management

What is Package Manager?

5 minute read

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

Exploring Github

19 minute read

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

PhD in AI

Pinned

All Resources to Learn Data Science

3 minute read

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

Demystifying DevOps, MLOps, and DataOps

8 minute read

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

Model Garden of VertexAI

15 minute read

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

Precision

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

Pretrained Model

Pretrained Models

ML Model Respository from Pinto0309

30 minute read

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

ML Model Development Framework

1 minute read

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

Products

Programming

Sorting Algorithm A Summary

7 minute read

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

Python Naming Convention

2 minute read

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

Python Decorator Function

4 minute read

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

AWS SageMaker Jumpstart Models

34 minute read

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

Programming Resources

9 minute read

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

Project Management

20 Reasons Why AI Project Fails

6 minute read

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

Prompt Engineering

Introduction to Prompt Engineering

10 minute read

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

Model Tuning with VertexAI

3 minute read

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

Python

Python Decorator Function

4 minute read

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

AWS SageMaker Jumpstart Models

34 minute read

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

1 minute read

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

Python Project Folders and Files

9 minute read

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

Python Code Snippnet from Colab

8 minute read

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

Exploring Docker and VS Code Integration

19 minute read

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

Python Programming

Python Code Snippnet from Colab

8 minute read

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

Python Resources

Best Resources to Learn Python

1 minute read

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

Python Software Development

Question Answering with History Book

RDBMS

SQL and Relational Algebra

2 minute read

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

RL Git Repositories

Recall

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

Recommendation

How Naive Bayes Classifier Works

less than 1 minute read

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

Reinforcment Learning

Research

LaTeX Capabilities

5 minute read

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

Research Paper

How to do Literature Review

5 minute read

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

Resource for Python Learning

Best Resources to Learn Python

1 minute read

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

Resources

Programming Resources

9 minute read

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

SEO Tools

My Daily Tools

12 minute read

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

SQL

Exploring Apache Hive

14 minute read

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

Selecting Database for Project

10 minute read

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

Selfhelp Books

Summary of Life Changing Selfhelp Books

less than 1 minute read

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

Sensitivity

Confusion Matrix Bayesian Theorem

less than 1 minute read

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

Soft Tools

My Daily Tools

12 minute read

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

Software Distribution

Software Installation

What is Package Manager?

5 minute read

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

Exploring Github

19 minute read

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

Statistical Terms

Statistics

Statistics for Data Science

Basic Statistics for Data Science

less than 1 minute read

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

Stats for Data Science

Technologies

Types of Technologies

5 minute read

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

Tensorflow Installation

Tensorflow GPU Setup on Local Machine

15 minute read

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

Time series Forecasting

Timeseries Interview Questions

24 minute read

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

Time series analysis python

Timeseries Interview Questions

24 minute read

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

Time series forecasting in python

Timeseries Interview Questions

24 minute read

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

Timeseries

Timeseries Interview Questions

24 minute read

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

Timeseries Analysis

Timeseries Interview Questions

24 minute read

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

Tools

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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

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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

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Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...

Type of Reasoning

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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

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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 Embedding

What is Pinecone

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

Why AI Project Fail?

20 Reasons Why AI Project Fails

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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

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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

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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...

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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

YouTube Channels for Data Scientist

eBook

Data Science, AI, ML, eBooks, PDF Books

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