Machine Learning
From Eigenvalues to Singular Value Decomposition — How a Matrix Reveals Its Natural Directions, Strengths, and Hidden Simplicity
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From Eigenvalues to Singular Value Decomposition # How a matrix reveals its natural directions, …
One Word, Many Meanings: Understanding Every Kind of Product in Linear Algebra and Quantum Computing
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One Word, Many Meanings: Understanding Every Kind of Product in Linear Algebra and Quantum …
Occam's Razor: Why the Simplest Explanation Often Wins
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Occam’s Razor: Why the Simplest Explanation Often Wins # Prefer fewer assumptions until the …
Quantum Physics with Deeper Questions with ChatGPT
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Quantum Physics with Deeper Questions with ChatGPT # Introduction # I was a physics student during …
Audio Video Processing Concepts
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Foundational Concepts of Audio and Video Processing # Whether you are multimedia professional or …
Exploring Graphics Processing Units (GPUs)
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Exploring Graphics Processing Units (GPUs) # Overall Computational Power of GPUs # ⚡ Incredible …
AI Models and Creators
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AI Models and Creators # Popular Models and Their Creator # Nova - Amazon Gemini, Gemma - Google …
Exploring GGUF and Other Model Formats
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Understanding GGUF and Other Model Formats in Machine Learning # As machine learning models …
Exploring AnythingLLM
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Exploring AnythingLLM # What is AnythingLLM? # AnythingLLM is an open-source project developed by …
Train Tensorflow Lite Models for Android
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Building and Deploying Generative AI with Amazon Bedrock # Course Objective # This hands-on Amazon …
Types of Large Language Models (LLM)
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Introduction: # The world of Generative AI (GenAI) is expanding at an astonishing rate, with new …
Train Tensorflow Lite Models for Android
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Train Tensorflow Lite Models for Android # Course Overview: # We’ll begin by exploring the …
Design for Cloud Computing with GCP
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Design for Cloud Computing with GCP # Duration: 4 weeks : - 20 Days
Pre-requisites: # • Basic …
AI/ML with Oracle Cloud
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AI/ML with Oracle Cloud # Oracle Infrastructure Services # Register for Oracle Cloud Free Tier …
Machine Learning Key Concepts
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Machine Learning Key Concepts # In this article Essential Machine Learning Techniques/Concepts are …
Automated Machine Learning
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Automated Machine Learning # Is this article for me? # This is article is for you, if you know …
Everything About Developer Console
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Console Types Every Programmer Should Know # Is this article for me? # If you are you confused …
Navigating Google Cloud Security: Key Components, Roles, and Best Practices
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Navigating Google Cloud Security # Is this article for me? # If you are looking answers of these …
Variations of Language Model in Huggingface
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Variations of Language Model in Huggingface # What the Model variable in Huggingface? # We know …
MLOps Tools
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MLOps Tools # MLOps (Machine Learning Operations) is a set of practices and tools designed to …
AI Usecases in Cybersecurity
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AI Usecases in Cybersecurity # AI in Cyber Security, Ethics Related Challenges and Usecases # AI …
Open Source vs Closed Source AI
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Open Source AI vs Closed Source AI # Major players in the AI industry, such as Google, Microsoft, …
LLM Architecture and Training
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Understanding LLM Architectures and Model Training # Large Language Models (LLMs) are transforming …
Why to Finetune LLM?
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Finetuning, Fewshot Learning, Why and How? # Why to finetune a LLM? # Fine-tuning a large language …
Stanford Alpaca
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Stanford Alpaca # Introduction # Stanford Alpaca Github Report
Stanford Alpaca is An …
Understanding LLM GAN and Transformers
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Understanding LLM, GAN and Transformers # LLM Layers # Large Language Models (LLMs) are typically …
Transformers Demystified A Step-by-Step Guide
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Transformers Demystified A Step-by-Step Guide # All modern Transformers are based on a paper …
Dimensionality Reduction and Visualization
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Dimensionality Reduction and Visualization # What are the popular methods of dimensionality …
NLP BenchMarks
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NLP BenchMarks # What is Language Model? # A language model is a computational model that …
Empowering Language with AI NLP Capabilities
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Empowering-Language-with-AI-NLP-Capabilities # Introduction # When envisioning artificial …
Topic Modeling with BERT
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Topic Modeling with BERT # Key steps in BERTopic modelling are as following.
Use “Sentence …
Graph of Thoughts
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Graph of Thoughts # This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The …
Basics of Word Embedding
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Basics of Word Embedding # What is Context, target and window? # The “context” word is …
What is Pinecone
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What is pinecone? # Pinecone is a managed vector database that provides vector search (or …
Distances in Machine Learning
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Distances in Machine Learning # Every sample, record, word, sentence, object, image etc in the …
Paper with Code Resources
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Paper with Code Resources # Trending Papers of 2021 # ADOP: Approximate Differentiable One-Pixel …
Important AI Paper List
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Important AI Paper List # Introduciton # In almost all citations it becomes very difficult to read …
Machine Learning Metrics
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Machine Learning Metrics # Introduction # In Machine Learning projects whether classical machine …
Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology
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Comprehensive Glossary of LLM # I am developing this Glossary slowly at my own pace. Content on …
What is LLM
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What is Large Language Model # Introduction # LLM stands for Large Language Model. It is a type of …
Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation
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Paper Name :- Pretrained Language Models for Text Generation: A Survey
Typer of Paper:- Survey …
NLP Tasks
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NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …
Model Tuning with VertexAI
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Tuning Large Language Model with VertexAI # Why Model Tuning? # Tuning is required when you want …
AI Product and Services from Google, Azure and AWS
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AI Product and Services from Google, Azure and AWS # Sno Azure Google AWS 1. Anomaly Detector: …
Introduction to ML Model Deployment
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Introduction to AI Model deployment # Big Players # Amazon Amazon has many products and one of …
Major LLM Developers Shaping the AI Landscape
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Major LLM Developers Shaping the AI Landscape # From Text to Intelligence: Major LLM Developers …
Embedding with FastText
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Embedding with FastText # What is Embedding?
What are Different Types of Embedding
What is …
What is GAN Architecture?
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What is GAN Architecture? # Generative Adversarial Networks (GANs) are a powerful class of neural …
Capabilities of AI Transformers
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Capabilities of AI Transformers # Background # Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI …
Model Garden of VertexAI
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Model Garden of VertexAI: # Unlocking the Power of Google’s VertexAI: Exploring the World of …