Hari Thapliyaal

Dr. Hari Thapliyal is a seasoned professional and prolific blogger with a multifaceted background that spans the realms of Data Science, Project Management, and Advait-Vedanta Philosophy. Holding a Doctorate in AI/NLP from SSBM (Geneva, Switzerland), Hari has earned Master’s degrees in Computers, Business Management, Data Science, and Economics, reflecting his dedication to continuous learning and a diverse skill set. With over three decades of experience in management and leadership, Hari has proven expertise in training, consulting, and coaching within the technology sector. His extensive 16+ years in all phases of software product development are complemented by a decade-long focus on course design, training, coaching, and consulting in Project Management. In the dynamic field of Data Science, Hari stands out with more than three years of hands-on experience in software development, training course development, training, and mentoring professionals. His areas of specialization include Data Science, AI, Computer Vision, NLP, complex machine learning algorithms, statistical modeling, pattern identification, and extraction of valuable insights. Hari’s professional journey showcases his diverse experience in planning and executing multiple types of projects. He excels in driving stakeholders to identify and resolve business problems, consistently delivering excellent results. Beyond the professional sphere, Hari finds solace in long meditation, often seeking secluded places or immersing himself in the embrace of nature.

Data Science Tag - Posts

Welcome to dasarpAI Data Science Blogs Posts!

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...

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 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:

AI Tools

My Daily Tools

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

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 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...

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 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

2 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...

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...

AutoML

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

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...

Basic Statistics

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...

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

DS Cheatsheet

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...

My Daily Tools

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

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...

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...

Daily Tools

My Daily Tools

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

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

19 minute read

Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...

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 Book

Data Science Books

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

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...

Deep Learning Conferences

Deep Learning Project Ideas

Deep Learning Projects

Design Tools

My Daily Tools

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

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...

EDA

EDA & Feature Engineering 101

19 minute read

Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...

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...

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 ...

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...

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

19 minute read

Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...

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

19 minute read

Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...

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...

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

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...

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 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...

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...

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...

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...

LLM

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...

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...

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

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 ...

Compressing Large Language Model

2 minute read

Compressing Large Language Model Why to compress an LLM? Large Language Models have a large number of parameters, which contributes to their performance bu...

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...

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

2 minute read

Compressing Large Language Model Why to compress an LLM? Large Language Models have a large number of parameters, which contributes to their performance bu...

Learning AI

Learning ML

Learning Process

Lex Fridman

Library

Linux

Linux OS Directories

2 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...

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

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...

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

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

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...

EDA & Feature Engineering 101

19 minute read

Contents What is EDA? Importance of EDA EDA Stage 1: Basic Exploration EDA Stage 1.1: Understanding the dataset as a file. EDA Stage 1...

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...

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

2 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...

Machine Learning Conferences

Machine Learning Framework

Machine Learning 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...

Machine Learning Models

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...

Machine Learning Project Ideas

Machine Learning Tasks

Machine-Learning

Types of Machine Learning

37 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

2 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...

Model Compressing

Compressing Large Language Model

2 minute read

Compressing Large Language Model Why to compress an LLM? Large Language Models have a large number of parameters, which contributes to their performance bu...

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...

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 ...

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...

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

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...

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...

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

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

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:

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...

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 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...

SEO Tools

My Daily Tools

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

Selfhelp Books

Summary of Life Changing Selfhelp Books

less than 1 minute read

Download Link to this Diary The Inspirational Leader The 5 Elements of Effective Thinking How to Listen Self-discipline in 10 Days Finish Wha...

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

less than 1 minute read

My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.

Software Distribution

Statistical Terms

Statistics

Statistics for Data Science

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...

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

Topic Modeling

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...

Transformer

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...

Type of Reasoning

The Science of Reasoning

11 minute read

The Science of Reasoning About Reasoning Reasoning is a unique ability in humans. Whatever civilizational advancement we see, it is because of our abilit...

Vector Embedding

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 ...

Why AI Project Fail?

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...

Word Embedding

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 ...

XAI

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....

YouTube Channels for AI

YouTube Channels for Data Scientist

eBook