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Learn AI - Most Recent AI Tutorials, Courses, Videos and Articles

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Evaluation, monitoring, deployment

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Learn planning, tool use, memory design, and orchestration patterns.

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Bridge the gap between papers and production-ready implementations.

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Article

Machine Learning Interviews

In-depth article on interview questions, career advice.

interview-questions career-advice +1
by Ali Rezadirad View
Article

Introducing Claude

In-depth article on architecture.

architecture article
by Anthropic View
Article

Introducing GPT-4

In-depth article on architecture.

architecture article
by OpenAI View
Article

The Illustrated GPT-2

In-depth article on transformers, architecture.

transformers architecture +1
by Jay Alammar View
Open Source

Chroma

Open-source project for rag, ai tools.

rag open-source +1
by Chroma View
Open Source

Milvus

Open-source project for rag, ai tools.

rag open-source +1
by Milvus View
Open Source

Weaviate

Open-source project for rag, ai tools.

rag open-source +1
by Weaviate View
Open Source

Qdrant

Open-source project for rag, ai tools.

rag open-source +1
by Qdrant View
Open Source

Whisper

Open-source project for speech.

speech open-source
by OpenAI View
Open Source

Instructor

Open-source project for structured output.

structured-output open-source
by Instructor View
Open Source

Guidance

Open-source project for prompting.

prompting open-source
by Microsoft View
Open Source

LiteLLM

Open-source project for production, api.

production api +1
by BerriAI View
Open Source

CrewAI

Open-source project for agents.

agents open-source
by CrewAI View
Open Source

AutoGen

Open-source project for agents.

agents open-source
by Microsoft View
Open Source

DSPy

Open-source project for prompting.

prompting open-source
by Stanford NLP View
Open Source

Ragas

Open-source project for rag, evaluation.

rag evaluation +1
by Ragas View
Open Source

LM Evaluation Harness

Open-source project for evaluation, papers.

evaluation papers +1
by EleutherAI View
Open Source

OpenAI Evals

Open-source project for evaluation, production.

evaluation open-source +1
by OpenAI View
Open Source

llama.cpp

Open-source project for inference.

inference open-source
by ggerganov View
Open Source

vLLM

Open-source project for production, inference.

production inference +1
by vLLM View
Open Source

Haystack

Open-source project for rag.

rag open-source
by deepset View
Open Source

LangGraph

Open-source project for agents.

agents open-source
by LangChain View
Open Source

LlamaIndex

Open-source project for rag, agents.

rag agents +1
by LlamaIndex View
Open Source

LangChain

Open-source project for agents, architecture.

agents architecture +1
by LangChain View
Tutorial

vLLM Documentation

Step-by-step guide for production, inference.

production inference +1
by vLLM View
Tutorial

PyTorch Tutorials

Step-by-step guide for architecture.

tutorial architecture
by PyTorch View
Tutorial

LangGraph Documentation

Step-by-step guide for agents, production, architecture.

agents production +2
by LangChain View
Tutorial

Milvus Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Milvus View
Tutorial

Qdrant Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Qdrant View
Tutorial

OpenAI Cookbook

Step-by-step guide for api, ai tools.

api tutorial +1
by OpenAI View
Course

LLMOps

Structured course covering production, evaluation, mlops.

production evaluation +2
by DeepLearning.AI View
Tutorial

Streamlit for ML Applications

Build and share data science apps quickly. Turn Python scripts into interactive web apps for ML models.

demo visualization +3
by Streamlit View
Tutorial

Gradio - Build ML Demos Quickly

Create beautiful web demos for ML models in minutes. Perfect for sharing your work and prototyping.

demo visualization +3
by Gradio View
Tutorial

Pinecone Vector Database Guide

Purpose-built vector database for AI applications. Powers semantic search, RAG, and similarity matching.

vector-search database +2
by Pinecone View
Tutorial

Building RAG Systems - Complete Guide

Retrieval Augmented Generation: combine vector search with LLMs for enhanced AI responses. Production-ready patterns.

rag vector-search +3
by Pinecone View
Article

Papers with Code - Latest AI Research

Browse state-of-the-art AI research papers with code implementations. Stay updated with latest advances.

research papers +3
by Papers with Code View
Article

MIT AI Research Publications

MIT's AI research covering machine learning, computer vision, NLP, and robotics. World-class research.

research papers +3
by MIT CSAIL View
Article

Stanford AI Lab Research Papers

Latest AI research from Stanford: computer vision, NLP, robotics, and more. Cutting-edge publications.

research papers +3
by Stanford AI Lab View
Article

AI Alignment: Why It's Hard

Deep dive into the AI alignment problem: ensuring AI systems do what we want them to do.

alignment ai-safety +2
by Alignment Forum View
Article

Bias in Machine Learning Systems

Understand algorithmic bias: sources, detection, mitigation strategies, and building fair ML systems.

bias fairness +2
by Google View
Article

Microsoft Responsible AI Principles

Framework for building responsible AI: fairness, reliability, privacy, inclusiveness, transparency, and accountability.

responsible-ai ethics +2
by Microsoft View
Course

Practical AI Ethics by Fast.ai

Course on ethical considerations in AI development, bias detection, fairness, and responsible AI practices.

ethics responsible-ai +2
by Fast.ai View
Article

Model Monitoring and Observability

Monitor ML models in production: detect drift, track performance, and maintain model health over time.

mlops production +2
by Evidently AI View
Tutorial

Docker for Machine Learning

Containerize ML applications with Docker. Ensure reproducibility and easy deployment across environments.

deployment production +2
by Docker View
Course

Full Stack Deep Learning

Build and deploy production ML systems. Covers MLOps, testing, infrastructure, and team collaboration.

mlops production +3
by FSDL View
Tutorial

FastAPI for ML Model Deployment

Learn to deploy machine learning models as REST APIs using FastAPI. Fast, modern, and production-ready.

fastapi deployment +3
by FastAPI View
Article

MLOps Principles and Best Practices

Comprehensive guide to MLOps: model deployment, monitoring, CI/CD for ML, and scalable AI systems.

mlops deployment +2
by ML-Ops Community View
Article

AI Safety and Alignment

Critical discussion on AI safety, alignment problems, and building beneficial AI systems that align with human values.

ai-safety alignment +2
by Center for AI Safety View
Tutorial

Building AI Agents with LangChain

Create autonomous AI agents that can use tools, reason, and take actions to complete complex tasks.

agents langchain +3
by LangChain View
Course

Spinning Up in Deep RL by OpenAI

Educational resource for learning deep reinforcement learning. Includes tutorials, papers, and code examples.

reinforcement-learning agents +3
by OpenAI View
Tutorial

Ollama - Run LLMs Locally

Run large language models on your own machine. Privacy-focused, free, and easy to use.

ai-tools llm +2
by Ollama View
Tutorial

Jupyter Notebooks for Data Science

Interactive Python environment perfect for ML experimentation, data analysis, and education.

notebook python +3
by Project Jupyter View
Tutorial

LangChain for LLM Applications

Build powerful LLM applications with LangChain. Chains, agents, memory, and RAG made simple.

langchain llm +3
by LangChain View
Tutorial

Hugging Face Transformers Library

State-of-the-art NLP library with thousands of pre-trained models. Easy fine-tuning and deployment.

huggingface transformers +3
by Hugging Face View
Course

TensorFlow 2.0 Complete Guide

Master TensorFlow 2.0 for building and deploying ML models. Covers Keras, TF Lite, and TF.js.

tensorflow deep-learning +3
by TensorFlow View
Tutorial

ChatGPT API for Developers

Official guide to building applications with ChatGPT API. Includes best practices, examples, and cost optimization.

ai-tools chatgpt +3
by OpenAI View
Tutorial

OpenCV Python Tutorial for Beginners

Get started with OpenCV in Python. Learn image processing, filters, transformations, and basic computer vision.

opencv python +3
by OpenCV View
Article

Image Segmentation with Deep Learning

Comprehensive guide to image segmentation: U-Net, Mask R-CNN, semantic vs instance segmentation, and applications.

computer-vision image-processing +2
by TensorFlow View
Tutorial

YOLO Object Detection - Complete Guide

Master YOLO (You Only Look Once) for real-time object detection. Includes YOLOv5, YOLOv8, and deployment.

object-detection yolo +3
by Ultralytics View
Tutorial

PyImageSearch Computer Vision Tutorials

Practical computer vision tutorials with OpenCV and Python. From basics to advanced deep learning applications.

computer-vision opencv +3
by PyImageSearch View
Tutorial

Fine-Tuning Large Language Models

Complete guide to fine-tuning LLMs for specific tasks. Covers techniques, best practices, and cost optimization.

fine-tuning llm +3
by Hugging Face View
Whitepaper

GPT-4 Technical Report

OpenAI's technical report on GPT-4: architecture, capabilities, limitations, and safety considerations.

gpt openai +3
by OpenAI View
Course

ChatGPT Prompt Engineering for Developers

Official course on prompt engineering by OpenAI and DeepLearning.AI. Learn to build with GPT models effectively.

prompt-engineering chatgpt +3
by OpenAI & DeepLearning.AI View
Article

Prompt Engineering Guide

Comprehensive guide to prompt engineering: techniques, examples, best practices for GPT-4, Claude, and other LLMs.

prompt-engineering gpt +3
by DAIR.AI View
Course

Stanford CS224N: NLP with Deep Learning

Graduate-level NLP course covering word vectors, neural networks, attention, transformers, and question answering.

nlp stanford +3
by Stanford University View
Article

The Illustrated Transformer

Visual explanation of the Transformer architecture that powers modern LLMs. Clear diagrams and intuitive explanations.

transformers nlp +3
by Jay Alammar View
Course

Hugging Face NLP Course

Complete course on NLP using transformers. Covers BERT, GPT, T5, and fine-tuning for various tasks.

nlp transformers +3
by Hugging Face View
Book

Deep Learning Book by Goodfellow

The deep learning textbook. Comprehensive coverage of ML basics, deep networks, optimization, CNNs, RNNs, and more.

deep-learning book +3
by Ian Goodfellow View
Tutorial

Building a Neural Network from Scratch

Step-by-step tutorial building a neural network without frameworks. Understand backpropagation deeply.

neural-networks tutorial +3
by 3Blue1Brown View
Article

Understanding CNNs for Computer Vision

Deep dive into Convolutional Neural Networks: filters, pooling, architectures like ResNet, VGGNet, and practical...

cnn computer-vision +3
by Stanford CS231n View
Course

Deep Learning Specialization

Andrew Ng's comprehensive deep learning course covering neural networks, CNNs, RNNs, and more. 5-course specialization.

deep-learning neural-networks +3
by DeepLearning.AI View
Course

Elements of AI - Free Online Course

Finland's free AI fundamentals course for non-programmers. Over 750,000 students. Covers AI basics, ethics, and...

fundamentals beginner +2
by University of Helsinki View
Course

AI For Everyone by Andrew Ng

Non-technical introduction to AI. Learn what AI can and cannot do, how to spot AI opportunities, and work with an AI...

fundamentals beginner +3
by Andrew Ng View
Course

Machine Learning Crash Course by Google

Fast-paced, practical introduction to machine learning with TensorFlow. Includes video lectures, real-world case...

fundamentals machine-learning +3
by Google View