Data Science Blog

Graph of Thoughts # This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The …

Basics of Word Embedding # What is Context, target and window? # The “context” word is …

My Journey from Master to PhD in Data Science and AI # I have been in software development between …

Compressing Large Language Model # Is this article for me? # If you are looking answers to …

In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by …

What is pinecone? # Pinecone is a managed vector database that provides vector search (or …

ML Model Development Framework & Model Repositories # Introduction # There are hundreds of …

ML Model Repository from Pinto0309 # Introduction # Using AI we can solve many kinds of tasks for …

Python APIs for Data # Bing Bing is a search engine that brings together the best of search and …

Distances in Machine Learning # Every sample, record, word, sentence, object, image etc in the …

Paper with Code Resources # Trending Papers of 2021 # ADOP: Approximate Differentiable One-Pixel …

Important AI Paper List # Introduciton # In almost all citations it becomes very difficult to read …

Machine Learning Metrics # Introduction # In Machine Learning projects whether classical machine …

Comprehensive Glossary of LLM # I am developing this Glossary slowly at my own pace. Content on …

What is Large Language Model # Introduction # LLM stands for Large Language Model. It is a type of …

Paper Name :- Pretrained Language Models for Text Generation: A Survey Typer of Paper:- Survey …

How to Conduct Literature Review? # Introduction # Literature Review (LR) or Literature Survey (LS) …

NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …

SQL and Relational Algebra # Relational algebra (RA) is considered as a procedural query language …

Types of Questions # Introduction # Question-Answering task is one of the tasks in NLP-Task. To …

Google Cloud APIs # Introduction # Hundreds of services from Google are available to consumers as …

Tuning Large Language Model with VertexAI # Why Model Tuning? # Tuning is required when you want …

Introduction to Prompt Best Engineering # Prompts can contain questions, instructions, contextual …

Database and Analytics Product Services from Google Azure AWS # Database Tools/Services # Sno …

AI Product and Services from Google, Azure and AWS # Sno Azure Google AWS 1. Anomaly Detector: …

Introduction to AI Model deployment # Big Players # Amazon Amazon has many products and one of …

AWS SageMaker Jumpstart Models # As of 17-Jul-23, AWS Sagemaker has 463 models in its Model Zoo. …

Python Decorator Function # What is Decorator Function in Python # In Python, a decorator is a …

Major LLM Developers Shaping the AI Landscape # From Text to Intelligence: Major LLM Developers …

Embedding with FastText # What is Embedding? What are Different Types of Embedding What is …

Python Naming Convention # UPPERCASE / UPPER_CASE_WITH_UNDERSCORES => module-level constants …

Sorting Algorithm A Summary # Introduction # Sorting is a fundamental operation in computer science …

What is GAN Architecture? # Generative Adversarial Networks (GANs) are a powerful class of neural …

What is CAPTCHA? # CAPTCHA stands for “Completely Automated Public Turing test to tell …

A Guide to Model Fine Tuning with OpenAI API # Account Setup and API Key Generation # Go to openai, …

Capabilities of AI Transformers # Background # Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI …

Model Garden of VertexAI: # Unlocking the Power of Google’s VertexAI: Exploring the World of …

Demystifying DevOps, MLOps, and DataOps: # Bridging the Gap between Software Development, Machine …

All Resources to Learn Data Science # Introduction # Welcome to the AI ML Resources category page, …

Unlocking the Power of Azure # Exploring 300+ Cloud Services and Their Purposes All these services …

A Comprehensive Guide to 210+ AWS Services # Exploring 210+ Cloud Services and Their Purposes All …

Google Cloud Service Catalog # A Comprehensive Overview of 250+ Google Cloud Services All these …

Unraveling the Google Web Exploring the Purpose of Google’s Websites # introduction # Google …

God Fathers of AI # In other fields of studies or in religion, there is only one god or only one …

Business-Usecases-of-GPT # Introduction # You will not lose your job because of AI, but you may …

The Interconnectedness of Life and Data # Introduction # While reading below keep your mind open. …

Types of Machine Learning # Introduction # Machine learning is a field of artificial intelligence …

Linux OS Directories # Linux OS Folders and the purpose. Introduction: # Linux is a widely used …

How Many Types of Technologies? # Introduction # Often we hear various jargon of different types of …

Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics # This is an …