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Showing 158 resources.
Whitepaper
Llama 2: Open Foundation and Fine-Tuned Chat Models
Whitepaper
PaLM: Scaling Language Modeling with Pathways
Whitepaper
Toolformer: Language Models Can Teach Themselves
Whitepaper
ReAct: Synergizing Reasoning and Acting
Whitepaper
Chain-of-Thought Prompting Elicits Reasoning
Whitepaper
Training language models to follow instructions with human feedback
Whitepaper
Retrieval-Augmented Generation for Knowledge-Intensive NLP
Whitepaper
Language Models are Few-Shot Learners (GPT-3)
Whitepaper
BERT: Pre-training of Deep Bidirectional Transformers
Whitepaper
Training Compute-Optimal Large Language Models
Article
Machine Learning Interviews
Article
How to Become a Machine Learning Engineer
Article
RAG Evaluation Basics
Article
Google Gemini Announcement
Article
Announcing Mistral 7B
Article
Introducing Llama 2
Article
Introducing Amazon Bedrock
Article
Introducing Claude
Article
Introducing GPT-4
Article
The NLP Course is becoming the LLM Course
Article
Transformers: The Model Behind the Revolution
Article
Function calling and other API updates
Article
The Illustrated GPT-2
Article
Introducing text and code embeddings
Article
What is Retrieval-Augmented Generation (RAG)?
Video
Google ML Crash Course Overview
Video
Hugging Face Course Intro
Video
Stanford CS224N Lecture Playlist
Video
Stanford CS230 Lecture Playlist
Video
Stanford CS231n Lecture Playlist
Video
Stanford CS230 Lecture 1
Video
MIT 6.S191 Lecture 1 (2025)
Video
Let’s build GPT from scratch
Video
OpenAI DevDay: Opening Keynote
Open Source
Chroma
Open Source
Milvus
Open Source
Weaviate
Open Source
Qdrant
Open Source
Whisper
Open Source
Instructor
Open Source
Guidance
Open Source
LiteLLM
Open Source
CrewAI
Open Source
AutoGen
Open Source
DSPy
Open Source
Ragas
Open Source
LM Evaluation Harness
Open Source
OpenAI Evals
Open Source
Text Generation Inference
Open Source
llama.cpp
Open Source
vLLM
Open Source
Haystack
Open Source
LangGraph
Open Source
LlamaIndex
Open Source
LangChain
Tutorial
OpenAI Guide: Function Calling
Tutorial
vLLM Documentation
Tutorial
NVIDIA NeMo Documentation
Tutorial
Gemini API Quickstart
Tutorial
PyTorch Tutorials
Tutorial
Datasets Documentation
Tutorial
Transformers Documentation
Tutorial
Haystack Documentation
Tutorial
LangGraph Documentation
Tutorial
LangChain Documentation
Tutorial
LlamaIndex Documentation
Tutorial
Chroma Documentation
Tutorial
Milvus Documentation
Tutorial
Qdrant Documentation
Tutorial
Weaviate Documentation
Tutorial
Anthropic Prompt Engineering Guide
Tutorial
Cohere Documentation
Tutorial
Mistral AI Documentation
Tutorial
Azure OpenAI Documentation
Tutorial
Amazon Bedrock Documentation
Tutorial
Vertex AI Generative AI Docs
Tutorial
Google AI Studio Docs
Tutorial
Anthropic Documentation
Tutorial
OpenAI Cookbook
Tutorial
OpenAI API Documentation
Course
CS50's Introduction to AI with Python
Course
Kaggle Natural Language Processing
Course
Kaggle Intro to Machine Learning
Course
LLM Bootcamp - The Full Stack
Course
Hugging Face LLM Course
Course
CS324: Large Language Models
Course
MITx 6.036: Introduction to Machine Learning
Course
CS231N: Convolutional Neural Networks for Visual Recognition
Course
CS224N: Natural Language Processing with Deep Learning
Course
CS230: Deep Learning
Course
CS229: Machine Learning
Course
Practical Deep Learning for Coders
Course
Automated Testing for LLMOps
Course
Building Systems with the ChatGPT API
Course
Finetuning Large Language Models
Course
LLMOps
Course
Generative AI for Everyone
Course
Building and Evaluating Advanced RAG Applications
Course
LangChain for LLM Application Development
Course
Generative AI with Large Language Models
Tutorial
Streamlit for ML Applications
Tutorial
Gradio - Build ML Demos Quickly
Tutorial
Pinecone Vector Database Guide
Tutorial
Building RAG Systems - Complete Guide
Article
Papers with Code - Latest AI Research
Video
Two Minute Papers - AI Research Explained
Article
MIT AI Research Publications
Article
Stanford AI Lab Research Papers
Article
AI Alignment: Why It's Hard
Article
Bias in Machine Learning Systems
Article
Microsoft Responsible AI Principles
Course
Practical AI Ethics by Fast.ai
Article
Model Monitoring and Observability
Tutorial
Docker for Machine Learning
Course
Full Stack Deep Learning
Tutorial
FastAPI for ML Model Deployment
Article
MLOps Principles and Best Practices
Article
AI Safety and Alignment
Tutorial
Building AI Agents with LangChain
Course
Introduction to Reinforcement Learning
Course
Spinning Up in Deep RL by OpenAI
Tutorial
Ollama - Run LLMs Locally
Tutorial
GitHub Copilot for AI Development
Tutorial
Jupyter Notebooks for Data Science
Tutorial
Weights & Biases - ML Experiment Tracking
Tutorial
LangChain for LLM Applications
Tutorial
Hugging Face Transformers Library
Course
TensorFlow 2.0 Complete Guide
Course
PyTorch for Deep Learning - Full Course
Tutorial
ChatGPT API for Developers
Tutorial
Stable Diffusion - Text-to-Image Generation
Tutorial
OpenCV Python Tutorial for Beginners
Article
Image Segmentation with Deep Learning
Tutorial
YOLO Object Detection - Complete Guide
Tutorial
PyImageSearch Computer Vision Tutorials
Course
Stanford CS231n: CNNs for Visual Recognition
Tutorial
Fine-Tuning Large Language Models
Whitepaper
GPT-4 Technical Report
Whitepaper
Attention Is All You Need - Original Paper
Tutorial
Building with LangChain - Complete Guide
Course
ChatGPT Prompt Engineering for Developers
Article
Prompt Engineering Guide
Course
Stanford CS224N: NLP with Deep Learning
Article
The Illustrated Transformer
Course
Hugging Face NLP Course
Book
Deep Learning Book by Goodfellow
Tutorial
Building a Neural Network from Scratch
Article
GANs Explained - Generative Adversarial Networks
Article
Understanding CNNs for Computer Vision
Course
MIT 6.S191 Introduction to Deep Learning
Course
Fast.ai Practical Deep Learning for Coders
Course
Deep Learning Specialization
Video
Neural Networks Explained - 3Blue1Brown Series
Course
Elements of AI - Free Online Course
Article
What is Machine Learning? Visual Explanation
Course
Introduction to AI - MIT OpenCourseWare
Course
AI For Everyone by Andrew Ng
Course