What is Pinecone
What is pinecone? Pinecone is a managed vector database that provides vector search (or “similarity search”) for developers with a straightforward API and ...
Welcome to Data Science Blog!
ML Model Development Framework
ML Model Development Framework & Model Repositories Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o...
ML Model Respository from Pinto0309
ML Model Repository from Pinto0309 Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio...
Python APIs for Data
Python APIs for Data Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s...
Distances in Machine Learning
Distances in Machine Learning Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea...
Paper with Code Resources
Paper with Code Resources Trending Papers of 2021 ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode....
Important AI Paper List
Introduciton In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributors’ information is first a...
Machine Learning Metrics
Machine Learning Metrics Introduction In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,...
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati...
Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation
Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey Paper Paper URL Paper title of the citations mentioned c...
What is LLM
What is Large Language Model Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas...
How to do Literature Review
How to Conduct Literature Review? Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter...
NLP Tasks
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...
SQL and Relational Algebra
SQL and Relational Algebra Relational algebra (RA) is considered as a procedural query language where the user tells the system to carry out a set of oper...
Types of Questions
Types of Questions Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que...
Google Cloud APIs
Google Cloud APIs Introduction Hundreds of services from Google are available to consumers as API. Every API has a specific purpose. Over a period of time...
Model Tuning with VertexAI
Tuning Large Language Model with VertexAI Why Model Tuning? Tuning is required when you want the model to learn something niche or specific that deviates f...
Introduction to Prompt Engineering
Introduction to Prompt Best Engineering Prompts can contain questions, instructions, contextual information, examples, and partial input for the model to ...
Database and Analytics Product Services from Google Azure AWS
Database and Analytics Product Services from Google Azure AWS Database Tools/Services Sno Amazon Azure Microsoft ...
AI Product and Services from Google, Azure and AWS
AI Product and Services from Google, Azure and AWS Sno Azure Google AWS 1. Anomaly Detector: ...
Introduction to ML Model Deployement
Introduction to AI Model Deployement Big Players Amazon Amazon has many products and one of their product is AWS Cloud. Under this product t...
AWS SageMaker Jumpstart Models
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...
Major LLM Developers Shaping the AI Landscape
Major LLM Developers Shaping the AI Landscape From Text to Intelligence: Major LLM Developers Shaping the AI Landscape Introduction: The world of Artifi...
Python Decorator Function
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...
Embedding with FastText
Embedding with FastText What is Embedding? What are Different Types of Embedding What is FastText? FastText is an open-source library for efficient lea...
Python Naming Convention
Python Naming Convention UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants lowercase / lower_case_with_underscores => for varia...
Sorting Algorithm A Summary
Sorting Algorithm A Summary Introduction Sorting is a fundamental operation in computer science and plays a vital role in various applications. Whether it’...
What is CAPTCHA?
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...
What is GAN Architecture?
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de...
A Guide to Model Fine Tuning with OpenAI API
A Guide to Model Fine Tuning with OpenAI API Account Setup and API Key Generation Go to openai, sign up there and create your account. After than you nee...
Capabilities of AI Transformers
Capabilities of AI Transformers Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it...
Model Garden of VertexAI
Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction:
Demystifying DevOps, MLOps, and DataOps
Demystifying DevOps, MLOps, and DataOps: Bridging the Gap between Software Development, Machine Learning, and Data Managemen Introduction What is DevOps...
All Resources to Learn Data Science
All Resources to Learn Data Science Introduction Welcome to the AI ML Resources category page, where you’ll find a wealth of knowledge on various topics ...
A Comprehensive Guide to 210+ AWS Services
A Comprehensive Guide to 210+ AWS Services Exploring 210+ Cloud Services and Their Purposes All these services are availalbe at Link Introduction Amazon ...
Unlocking the Power of Azure- Exploring 300+ Cloud Services and Their Purposes
Unlocking the Power of Azure Exploring 300+ Cloud Services and Their Purposes All these services are availalbe at Link: Introduction Embracing the cloud ...
Google Cloud Service Catalog - A Comprehensive Overview of 250+ Google Cloud Services
Google Cloud Service Catalog A Comprehensive Overview of 250+ Google Cloud Services All these services are availalbe at Link Introduction In the ever-ev...
Unraveling the Google Web - Exploring the Purpose of Google’s Websites
Unraveling the Google Web Exploring the Purpose of Google’s Websites introduction Google has become synonym of search. Therefore when you want to search s...
God Fathers of AI
God Fathers of AI In other fields of studies or in religion, there is only one god or only one godfather. But in the field of AI, that is not the case. Th...
Business Usecases of GPT
Business-Usecases-of-GPT Introduction You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job.
The Interconnectedness of Life and Data
The Interconnectedness of Life and Data Introduction While reading below keep your mind open. If you can keep your religious or even scientific informati...
Types of Machine Learning
Types of Machine Learning Introduction Machine learning is a field of artificial intelligence that focuses on developing algorithms that can learn from da...
Linux OS Directories
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...
Types of Technologies
How Many Types of Technologies? Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom...
Cognitive Biases
Cognitive Biases Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a...
Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics This is an interesting and deepdive discussion between Lex Fridman and Sam Ha...
Books on Conciousness
Books on Conciousness Introduction If you are from the software industry and especially in a data scientist role on day to day basis. Then there are high...
Responsible AI
Responsible AI Introduction: Artificial Intelligence (AI) is rapidly transforming the way we live, work, and interact with the world around us. As AI sys...
Application of AI in BFSI
Application of AI in Banking, Finance, Security and Insurance (BFSI) Introduction The banking, financial services, and insurance (BFSI) sector has been a...
GPU for Data Science Work
GPU for Data Science Work What is the difference between microprocessor (CPU) and GPU? A microprocessor and a GPU (graphics processing unit) are both type...
Type of Databases
What are the various types of databases? Introduction In the 21st Century, Data is the real oil of machines. There are different kinds of oils and there ...
Data Lake vs Data Warehouse vs Data Mart
What is the difference between Data Lake and Data Warehouse?
AI Usecases in Agriculture Industry
AI Usecases in Agriculture Industry Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t...
AI Use Cases in Food Processing
AI Use Cases in Food Processing Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr...
Will AI Replace Human?
Artificial Intelligence can Replace Human? The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh...
Timeseries Interview Questions
Timeseries Interview Questions What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha...
Statistics Interview Question for Data Scientist
Statistics Interview Question for Data Scientist In this question-answer blog, I will try to answer that every question starts with an example rather t...
GPT Usecases
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...
ChatGPT Usecases
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an...
What is Computer Vision
What is Computer vision? Background In the digital world, scientists are working hard to create machines and robots that can interact with humans the way ...
The Science of Reasoning
The Science of Reasoning About Reasoning Reasoning is a unique ability in humans. Whatever civilizational advancement we see, it is because of our abilit...
What is NLP?
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...
Book Review - Data Science in Marketing Analysis
Book Review - Data Science in Marketing Analysis BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis AUTHOR: Mirza Rahim Baig, Gururajan Govi...
Domain Knowledge in Machine Learning
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...
Data Science/AI Projects Project Ideas
AI Projects Project Ideas AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas Project Name/Idea Type of Project ...
Confusion Matrix Bayesian Theorem
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m...
Data Science, AI, ML, eBooks, PDF Books
DS, AI, ML, Books/ Guide/ Reports/ Presentations Available All these books are available in pdf format at this link. I update this page less frequently b...
Python Software Development and Distribution
Contents Introduction Data Science and Exploration The different names for software piece Why different names for the software? Freezing Environme...
300 Important Statistical Terms
Important Statistical Terms Sno Term Definition 1 Affine transformation. See transfor...
Folder Structure for ML Project
Directory Structure for ML Project is critical for any serious data science project. What we learn from a technology college and institution is useful in a...
Generalized AI Model for Prediction
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...
20 Reasons Why AI Project Fails
Contents Why Does AI Project Fails? Why Does AI Project Fails? I have been in IT project management for 2+ decades. Being in the industry for quite a...
What Are Transformers in AI
What Are Transformers in AI Transformer Architecture Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t...
Github Repos for Data Science
Github-Repos-for-DataScience
AI ML Resources from My Diary
AI ML Resources from My Diary This is my personal diary which contains resources, which I know, learned or people have told me to experiment with. I start...
Basic Statistics for Data Science
Basic Statistics for Data Science
Data Scientists and AI, ML Researchers
Data Scientists and AI, ML Researchers For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut...
Datasets
150+ Machine Learning Datasets Introduction: Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT devices...
Machine Learning Tasks and Model Evaluation
Machine Learning Tasks and Model Evaluation Introduction Machine learning is a subject where we study how to create & evaluate machine learning models...
My Daily Tools
My Daily Tools My Daily Tools. It is an excel sheet and I keep updating this, as and when I find some new tool.
My Favorite Chrome Extensions
My Favorite Chrome Extensions # Name Purpose 1 Application Launcher For Drive (by Google) ...
Best Resources to Learn Python
Best Resources to Learn Python Best Python Resources Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python...
Best YouTube Channels to Learn Data Science
Best YouTube Channels to Learn Data Science Introduction The way we are learning new technologies has hugely changed in the last 5 years. Many educators, ...
High School Maths for Data Science
High School Maths for Data Science Algebra I How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve ...
Important AI Research Papers
Important AI Research Papers Content from this page is migrated to Link
Mathematics for Data Scientist
Mathematics for Data Scientist To excel in the field of data science, especially as a data scientist, I would recommend you have good command over the top...
How Naive Bayes Classifier Works
How Naive Bayes Classifier Works? Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a...
Top 10 Technologies of Future
Top 10 Technologies of Future Top 10 Technologies of Future Augmented Reality : Helps surgeons see inside their patients Help workers operating in dan...
EDA & Feature Engineering 101
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...
DS, AI, ML Online Course, Tutorial, Videos
DS, AI, ML Online Course, Tutorial, Videos Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase...
Data Science Interview Question Answers
Data Science Interview Question Answers Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP...
Reinforcement Learning Git Repositories
Reinforcement Learning Git Repositories Sno. URL Description 1 https://github.com/openai/baselines ...
What is XAI?
What is XAI? XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated....
100+ High Level AI Usecases
100+ High Level AI Usecases Nowadays we are listening and reading a lot about AI and its role in shaping our present and future. But many people, sometime...
Dealing with Sensitive Data
Dealing with Sensitive Data Introduction One of the biggest problems for a Data Science project team is to protect the data. We know, data is the basic ra...