Machine Learning (ML)
Quantum Physics with Deeper Questions with ChatGPT
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Interdisciplinary Topics
Research & Academia
Quantum Physics
Language Models (LLMs)
Artificial Intelligence (AI)
Machine Learning (ML)
Quantum Physics with Deeper Questions with ChatGPT # Introduction # I was a physics student during …
Audio Video Processing Concepts
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Graphics & Multimedia
Computer Vision (CV)
Audio Processing
Video Processing
Signal Processing
Image Processing
Computer Vision
Machine Learning (ML)
Foundational Concepts of Audio and Video Processing # Whether you are multimedia professional or …
Exploring Graphics Processing Units (GPUs)
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AI Hardware & Infrastructure
IT Infrastructure
Artificial Intelligence (AI)
Machine Learning (ML)
AI Hardware
Exploring Graphics Processing Units (GPUs) # Overall Computational Power of GPUs # ⚡ Incredible …
AI Models and Creators
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Artificial Intelligence (AI)
AI/ML Models
Technology Trends & Future
Artificial Intelligence (AI)
Machine Learning (ML)
Language Models (LLMs)
Generative AI
AI Models
AI Industry
AI Models and Creators # Popular Models and Their Creator # Nova - Amazon Gemini, Gemma - Google …
Exploring GGUF and Other Model Formats
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AI/ML Models
AI Hardware & Infrastructure
Software Development
AI Model Formats
Machine Learning (ML)
ML Frameworks
AI Model Optimization
Artificial Intelligence (AI)
Understanding GGUF and Other Model Formats in Machine Learning # As machine learning models …
Exploring AnythingLLM
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AI Hardware & Infrastructure
Development Environment & Tools
AI/ML Models
Language Models (LLMs)
Artificial Intelligence (AI)
Vector Databases
RAG Models
Machine Learning (ML)
Natural Language Processing (NLP)
Exploring AnythingLLM # What is AnythingLLM? # AnythingLLM is an open-source project developed by …
Types of Large Language Models (LLM)
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Language Models (LLMs)
AI/ML Models
Language Models (LLMs)
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Machine Learning (ML)
AI Models
Generative AI
AI Technology
Deep Learning (DL)
Introduction: # The world of Generative AI (GenAI) is expanding at an astonishing rate, with new …
AI/ML with Oracle Cloud
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Cloud Computing
AI Hardware & Infrastructure
AI/ML Models
Artificial Intelligence (AI)
Machine Learning (ML)
Oracle Cloud
AI/ML with Oracle Cloud # Oracle Infrastructure Services # Register for Oracle Cloud Free Tier …
Machine Learning Key Concepts
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Machine Learning (ML)
Learning Resources
Machine Learning (ML)
AI Model Evaluation
Machine Learning Techniques
AI Model Optimization
Machine Learning Algorithms
Dimensionality Reduction
Explainable AI (XAI)
Machine Learning Key Concepts # In this article Essential Machine Learning Techniques/Concepts are …
Automated Machine Learning
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Machine Learning (ML)
DevOps & MLOps
AutoML
Machine Learning (ML)
AI Automation
Cloud AI Services
Machine Learning Tools
Data Science
AI Model Development
AI Platforms
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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Development Environment & Tools
System Administration
GCP Cloud
Machine Learning (ML)
Computing Infrastructure
Cybersecurity
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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Cloud Computing
Cybersecurity
GCP Cloud
Machine Learning (ML)
Computing Infrastructure
Cybersecurity
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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Language Models (LLMs)
AI Hardware & Infrastructure
AI/ML Models
AI Platforms
Language Models (LLMs)
Natural Language Processing (NLP)
Specific AI Models
AI Model Architecture
Machine Learning (ML)
Variations of Language Model in Huggingface # What the Model variable in Huggingface? # We know …
MLOps Tools
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DevOps & MLOps
Machine Learning (ML)
Development Environment & Tools
MLOps
DevOps
Machine Learning (ML)
AI Model Deployment
AI Model Monitoring
Automation
AI Model Management
MLOps Tools # MLOps (Machine Learning Operations) is a set of practices and tools designed to …
AI Usecases in Cybersecurity
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AI Applications
Cybersecurity
Artificial Intelligence (AI)
Cybersecurity
Machine Learning (ML)
AI Ethics and Governance
Data Security
Business Concepts
AI Usecases in Cybersecurity # AI in Cyber Security, Ethics Related Challenges and Usecases # AI …
Open Source vs Closed Source AI
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Artificial Intelligence (AI)
Technology Trends & Future
Artificial Intelligence (AI)
Open Source
Technology Concepts
Machine Learning (ML)
AI Development
Technology Ethics
AI Model Deployment
AI Infrastructure
AI Trends
AI Ethics and Governance
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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Language Models (LLMs)
AI/ML Models
Software Architecture & Design
Language Models (LLMs)
Deep Learning (DL)
AI Model Training
Neural Networks
AI Development
Machine Learning (ML)
Transformer Models
Understanding LLM Architectures and Model Training # Large Language Models (LLMs) are transforming …
Why to Finetune LLM?
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Language Models (LLMs)
AI/ML Models
Machine Learning (ML)
LLM Fine-Tuning
Machine Learning (ML)
AI Model Training
AI Model Customization
Language Models (LLMs)
Transfer Learning
Neural Networks
Finetuning, Fewshot Learning, Why and How? # Why to finetune a LLM? # Fine-tuning a large language …
Stanford Alpaca
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AI/ML Models
Language Models (LLMs)
Technology Trends & Future
Language Models (LLMs)
Specific AI Models
AI Models
AI Model Training
Open Source AI
Machine Learning (ML)
Stanford Alpaca # Introduction # Stanford Alpaca Github Report
Stanford Alpaca is An …
Understanding LLM GAN and Transformers
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Language Models (LLMs)
Generative AI
AI/ML Models
Language Models (LLMs)
Generative AI
Transformer Models
Deep Learning (DL)
AI Architecture
Neural Networks
Machine Learning (ML)
Understanding LLM, GAN and Transformers # LLM Layers # Large Language Models (LLMs) are typically …
Transformers Demystified A Step-by-Step Guide
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AI/ML Models
Artificial Intelligence (AI)
Transformer Models
Deep Learning (DL)
Natural Language Processing (NLP)
Neural Networks
Machine Learning (ML)
AI Architecture
Transformer Architecture
Transformers Demystified A Step-by-Step Guide # All modern Transformers are based on a paper …
Dimensionality Reduction and Visualization
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Data Analysis & Visualization
Machine Learning (ML)
Data Science
Data Science
Machine Learning (ML)
Data Visualization
Dimensionality Reduction
Data Analysis
Dimensionality Reduction and Visualization # What are the popular methods of dimensionality …
NLP BenchMarks
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Natural Language Processing (NLP)
AI/ML Research & Evaluation
Evaluation & Metrics
Natural Language Processing (NLP)
Machine Learning (ML)
AI Benchmarks
Language Models (LLMs)
Evaluation
NLP Evaluation
AI Model Evaluation
NLP BenchMarks # What is Language Model? # A language model is a computational model that …
Empowering Language with AI NLP Capabilities
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Artificial Intelligence (AI)
Natural Language Processing (NLP)
AI Applications
Natural Language Processing (NLP)
Language Models (LLMs)
Text Analysis
Machine Learning (ML)
NLP Applications
Text Processing
Empowering-Language-with-AI-NLP-Capabilities # Introduction # When envisioning artificial …
Topic Modeling with BERT
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Natural Language Processing (NLP)
Data Analysis & Visualization
AI/ML Models
Language Models (LLMs)
NLP Applications
Text Analysis
Natural Language Processing (NLP)
Machine Learning (ML)
Text Mining
Topic Modeling with BERT # Key steps in BERTopic modelling are as following.
Use “Sentence …
Graph of Thoughts
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Prompt Engineering
Artificial Intelligence (AI)
Prompt Engineering
Language Models (LLMs)
AI Reasoning
Neural Networks
Machine Learning (ML)
Cognitive Computing
Artificial Intelligence (AI)
Graph of Thoughts # This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The …
Basics of Word Embedding
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Natural Language Processing (NLP)
AI/ML Models
Data Science
NLP Concepts
Natural Language Processing (NLP)
Data Representation
Text Processing
Machine Learning (ML)
Neural Networks
Language Models (LLMs)
Basics of Word Embedding # What is Context, target and window? # The “context” word is …
What is Pinecone
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Databases
AI/ML Models
Data Science
Vector Databases
Machine Learning Concepts
Information Retrieval
Language Models (LLMs)
Machine Learning (ML)
Data Storage
What is pinecone? # Pinecone is a managed vector database that provides vector search (or …
Distances in Machine Learning
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Machine Learning (ML)
Data Analysis & Visualization
Mathematics
Machine Learning (ML)
Mathematics for AI
Data Analysis
Mathematics
Machine Learning Algorithms
Statistical Methods
Distances in Machine Learning # Every sample, record, word, sentence, object, image etc in the …
Paper with Code Resources
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AI/ML Research & Evaluation
Learning Resources
Research Methods
ML Frameworks
Coding Resources
AI Development
Machine Learning (ML)
Deep Learning (DL)
Computer Vision
Research Papers
Paper with Code Resources # Trending Papers of 2021 # ADOP: Approximate Differentiable One-Pixel …
Important AI Paper List
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Artificial Intelligence (AI)
AI/ML Research & Evaluation
Data Science Resources
Language Models (LLMs)
Transformer Architecture
Neural Network Architecture
Research Papers
AI Research
Machine Learning (ML)
Deep Learning (DL)
Learning Resources
AI Development
Research Resources
Important AI Paper List # Introduciton # In almost all citations it becomes very difficult to read …
Machine Learning Metrics
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Machine Learning (ML)
Evaluation & Metrics
Machine Learning (ML)
AI Model Evaluation
Evaluation Metrics
Data Science
Machine Learning Metrics
Statistical Analysis
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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Language Models (LLMs)
Learning Resources
Artificial Intelligence (AI)
Language Models (LLMs)
Deep Learning (DL)
Natural Language Processing (NLP)
Computer Vision
AI Fundamentals
Machine Learning (ML)
Technical Writing
Comprehensive Glossary of LLM # I am developing this Glossary slowly at my own pace. Content on …
What is LLM
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Language Models (LLMs)
Natural Language Processing (NLP)
Artificial Intelligence (AI)
Language Models (LLMs)
Specific AI Models
Natural Language Processing (NLP)
AI Models
Transformer Architecture
Deep Learning (DL)
Machine Learning (ML)
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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Language Models (LLMs)
Generative AI
AI/ML Research & Evaluation
AI Research Papers
Natural Language Processing (NLP)
Research Papers
Generative AI
Transfer Learning
Machine Learning (ML)
Language Models (LLMs)
AI Research
Paper Name :- Pretrained Language Models for Text Generation: A Survey
Typer of Paper:- Survey …
NLP Tasks
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Natural Language Processing (NLP)
Natural Language Processing (NLP)
Machine Learning (ML)
Text Analysis
Language Models (LLMs)
NLP Research
Artificial Intelligence (AI)
NLP Tasks # Introduction # Processing words of any language and driving some meaning from these is …
Model Tuning with VertexAI
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AI Hardware & Infrastructure
AI/ML Models
Cloud Computing
GCP Cloud
Google AI Platform
Machine Learning (ML)
AI Model Optimization
Cloud AI Services
MLOps
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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Artificial Intelligence (AI)
Cloud Computing
AI Hardware & Infrastructure
AWS Cloud
GCP Cloud
Azure Cloud
Cloud Computing
AI Services
Machine Learning (ML)
Cloud AI Services
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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Machine Learning (ML)
DevOps & MLOps
AI/ML Models
MLOps
AI Model Deployment
Machine Learning (ML)
DevOps
Cloud Computing
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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Language Models (LLMs)
AI/ML Research & Evaluation
Technology Trends & Future
Language Models (LLMs)
Natural Language Processing (NLP)
Machine Learning (ML)
AI Industry
AI Research
Major LLM Developers Shaping the AI Landscape # From Text to Intelligence: Major LLM Developers …
Embedding with FastText
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Natural Language Processing (NLP)
AI/ML Models
Data Science
Natural Language Processing (NLP)
NLP Concepts
NLP Models
Machine Learning (ML)
Text Processing
Deep Learning (DL)
Embedding with FastText # What is Embedding?
What are Different Types of Embedding
What is …
What is GAN Architecture?
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Generative AI
AI/ML Models
Software Architecture & Design
Deep Learning (DL)
Generative AI
Neural Networks
Computer Vision
Machine Learning (ML)
What is GAN Architecture? # Generative Adversarial Networks (GANs) are a powerful class of neural …
Capabilities of AI Transformers
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Artificial Intelligence (AI)
AI/ML Models
Natural Language Processing (NLP)
Transformer Models
Deep Learning (DL)
Machine Learning (ML)
Neural Networks
Language Models (LLMs)
Capabilities of AI Transformers # Background # Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI …
Model Garden of VertexAI
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AI Hardware & Infrastructure
AI/ML Models
Cloud Computing
Google AI Platform
Machine Learning (ML)
GCP Cloud
AI Models
AI Model Management
Cloud AI Services
Machine Learning Models
AI Development
Cloud Computing
Model Garden of VertexAI: # Unlocking the Power of Google’s VertexAI: Exploring the World of …
Demystifying DevOps, MLOps, and DataOps
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DevOps & MLOps
DevOps
MLOps
DataOps
Software Development
Machine Learning (ML)
Data Engineering
Automation
Best Practices
Demystifying DevOps, MLOps, and DataOps: # Bridging the Gap between Software Development, Machine …
All Resources to Learn Data Science
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Data Science
Learning Resources
Data Science
Learning Resources
AI Education
Machine Learning (ML)
Education Technology
Development Tools
Data Science Education
All Resources to Learn Data Science # Introduction # Welcome to the AI ML Resources category page, …
God Fathers of AI
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Artificial Intelligence (AI)
AI/ML Research & Evaluation
Artificial Intelligence (AI)
AI History
Computer Science
Machine Learning (ML)
Deep Learning (DL)
AI Research
Innovation
AI Development
God Fathers of AI # In other fields of studies or in religion, there is only one god or only one …
Types of Machine Learning
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Machine Learning (ML)
AI/ML Models
Artificial Intelligence (AI)
Machine Learning (ML)
Deep Learning (DL)
Artificial Intelligence (AI)
Neural Networks
Data Science
Machine Learning Types
Reinforcement Learning (RL)
AI Algorithms
Types of Machine Learning # Introduction # Machine learning is a field of artificial intelligence …
Cost Functions and Optimizers in Machine Learning
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Machine Learning (ML)
Mathematics
Algorithms
Machine Learning (ML)
Deep Learning (DL)
AI Model Optimization
Neural Networks
Machine Learning Fundamentals
Optimization Theory
AI Model Training
Algorithm Design
Cost-Functions-and-Optimizers-in-Machine-Learning # What is machine learning? # Machine learning is …
GPU for Data Science Work
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Data Science
AI Hardware & Infrastructure
IT Infrastructure
GPU Computing
Data Science
Deep Learning (DL)
Computing Infrastructure
Machine Learning (ML)
High Performance Computing (HPC)
AI Hardware
GPU for Data Science Work # What is the difference between microprocessor (CPU) and GPU? # A …