AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: evals, RAG, agents, product, coding, prompting, foundations, or model internals.
Educators
Peter Yang
Become an AI Powered Product Leader · Intermediate
Product strategy, Writing, AI adoption
Andrew Ng
DeepLearning.AI Short Courses · Beginner to advanced
Prompting, Agents, RAG, ML foundations
Andrej Karpathy
Neural Networks: Zero to Hero · Intermediate
Neural networks, Backprop, LLM internals
Simon Willison
Simon Willison on LLMs · Beginner to advanced
LLM tools, Prompting, AI safety, Local models
Shreya Shankar
AI Evals for Engineers and PMs · Intermediate
Evals, LLM reliability, Product quality
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
Prompting, RAG, Reasoning, Agents
Sebastian Raschka
Build a Large Language Model From Scratch · Intermediate
LLM internals, PyTorch, Model training
Jay Alammar
The Illustrated Transformer · Beginner to intermediate
Transformers, Embeddings, LLM concepts
Addy Osmani
AI Engineering resources · Beginner to intermediate
AI coding, Engineering workflows, Frontend
Latent Space
Latent Space · Intermediate to advanced
AI engineering, Industry context, Model ecosystem
Full Stack Deep Learning
Full Stack Deep Learning · Intermediate to advanced
MLOps, Deployment, Product ML
Google for Developers
Machine Learning Crash Course · Beginner
ML foundations, Classification, Embeddings, Neural networks
Microsoft
AI Agents for Beginners · Beginner to intermediate
Agents, Multi-agent workflows, Tool use
3Blue1Brown
Neural Networks series · Beginner to intermediate
Neural networks, Transformers, Mathematical intuition
Armand Ruiz
IBM Generative AI courses · Beginner
Generative AI basics, Prompting, Business use cases
Laurence Moroney
AI and Machine Learning for Coders · Beginner to intermediate
TensorFlow, ML foundations, Computer vision, NLP
Aurelien Geron
Hands-On Machine Learning · Beginner to intermediate
Scikit-learn, TensorFlow, ML foundations, Deep learning
MLOps Community
MLOps Community · Intermediate to advanced
MLOps, Production ML, AI systems, Community learning
Maven AI courses
Maven AI courses · Beginner to advanced
AI product, AI leadership, AI workflows, Evals
Maggie Appleton
AI and language model essays · Beginner to intermediate
AI UX, Language model interfaces, Conceptual models
Dan Shipper
Every AI and Chain of Thought · Beginner to intermediate
AI workflows, Writing with AI, Business use cases
Nathan Labenz
The Cognitive Revolution · Intermediate to advanced
AI strategy, Research context, Industry understanding
DataTalks.Club
DataTalks.Club ML Zoomcamp · Beginner to intermediate
ML engineering, MLOps, Data engineering
DeepLearning.AI
DeepLearning.AI · Beginner to advanced
Generative AI, Deep learning, Prompting, Agents
Harvard CS50
CS50's Introduction to Artificial Intelligence with Python · Beginner to intermediate
Search, Knowledge representation, ML foundations, AI foundations
MIT 6.S191
MIT Introduction to Deep Learning · Beginner to intermediate
Deep learning, Neural networks, Generative AI, Model training
Stanford CS229
Stanford CS229 Machine Learning · Intermediate
ML foundations, Supervised learning, Unsupervised learning, Model evaluation
Stanford CS224N
Natural Language Processing with Deep Learning · Intermediate to advanced
NLP, Transformers, Embeddings, Language models
Stanford CS231N
Convolutional Neural Networks for Visual Recognition · Intermediate
Computer vision, Deep learning, Model training
Berkeley CS188
Introduction to Artificial Intelligence · Beginner to intermediate
Search, Planning, Reinforcement learning, AI foundations
NVIDIA Deep Learning Institute
NVIDIA DLI · Beginner to advanced
Deep learning, GPU computing, Generative AI, Deployment
AWS Skill Builder
AWS AI and ML training · Beginner to advanced
Cloud AI, Agents, MLOps, Generative AI
Google Cloud Skills Boost
Google Cloud AI learning paths · Beginner to advanced
Cloud AI, Vertex AI, Generative AI, MLOps
IBM SkillsBuild
IBM SkillsBuild AI · Beginner
AI foundations, Generative AI basics, Business use cases
freeCodeCamp
freeCodeCamp AI and machine learning courses · Beginner to intermediate
Python, Machine learning, LLM apps, Coding with AI
DataCamp
DataCamp AI courses · Beginner to intermediate
AI foundations, Data skills, Prompting, ML foundations
Udacity
Udacity School of AI · Beginner to advanced
Machine learning, Deep learning, AI product, Computer vision
Coursera AI
Coursera AI courses · Beginner to advanced
AI foundations, Machine learning, Generative AI, Business AI
edX AI
edX artificial intelligence courses · Beginner to advanced
AI foundations, Machine learning, Robotics, Ethics
Zapier
Zapier AI automation guides · Beginner to intermediate
Automation, AI workflows, No-code tools
Stability AI
Stability AI docs · Beginner to intermediate
Image generation, API workflows, Creative AI
Replicate
Replicate docs and examples · Beginner to intermediate
Model APIs, Prototyping, Image generation, LLM apps
Lance Martin
LangChain and LangGraph tutorials · Intermediate
LangGraph, Agents, RAG, LLM orchestration
Greg Kamradt
Data Independent AI tutorials · Beginner to intermediate
RAG, LLM apps, Prompting, Evaluation
James Briggs
James Briggs AI tutorials · Beginner to intermediate
Vector search, RAG, Agents, Embeddings
Connor Shorten
Weaviate education videos · Beginner to intermediate
Vector search, RAG, Hybrid search, Agents
Phil Schmid
Hugging Face LLM tutorials · Intermediate to advanced
Open models, Fine-tuning, Deployment, Transformers
Luis Serrano
Serrano Academy · Beginner to intermediate
ML foundations, Math, Neural networks, AI foundations
Brandon Rohrer
Brandon Rohrer ML explanations · Beginner to intermediate
ML foundations, Deep learning, Model intuition
Tina Huang
Tina Huang AI and data career videos · Beginner
AI literacy, Data skills, Career learning, Prompting
Krish Naik
Krish Naik AI tutorials · Beginner to intermediate
Machine learning, Deep learning, LLM apps, MLOps
Sentdex
Sentdex AI tutorials · Beginner to intermediate
Python ML, Deep learning, Reinforcement learning, AI coding
Nicholas Renotte
Nicholas Renotte AI tutorials · Beginner to intermediate
Computer vision, LLM apps, Python ML, Deep learning
Dave Ebbelaar
Dave Ebbelaar AI automation · Beginner to intermediate
Automation, Agents, AI workflows, No-code tools
Matt Shumer
HyperWrite and AI workflow writing · Beginner to intermediate
Prompting, Writing with AI, AI workflows
Riley Goodside
Riley Goodside prompting examples · Intermediate
Prompting, LLM behavior, AI safety, Model limits
Sean Grove
OpenAI and AI engineering talks · Intermediate
AI engineering, Developer tools, Agents, Structured data
Relevance AI
Relevance AI Academy · Beginner to intermediate
Agents, Automation, AI workflows, No-code tools
AutoGen
Microsoft AutoGen docs · Intermediate
Agents, Multi-agent workflows, Tool use, AI engineering
OpenRouter
OpenRouter docs · Beginner to intermediate
Model routing, API examples, LLM apps, Evaluation
llama.cpp
llama.cpp examples · Intermediate to advanced
Local models, Inference, Quantization, AI engineering
Skills
AI foundations
Everyone
What LLMs can and cannot do; Tokens, context windows, hallucinations; Privacy and data handling
Prompting and writing
Writers, operators, PMs, founders
Clear task framing; Examples and constraints; Editing, synthesis, and critique loops
Automation and agents
Founders, operations teams, developers
Trigger-based workflows; Tool calling; Agent failure modes; Human review points
AI product work
PMs, designers, founders
AI UX patterns; Use-case selection; Prototyping; Measuring quality
Coding with AI
Software developers
Codebase navigation; Test generation; Refactoring; Reviewing AI output
RAG and knowledge systems
Developers building AI apps
Chunking and retrieval; Structured extraction; Reranking; Grounded answers
Evals and reliability
AI product teams
Test sets; Human review; Regression checks; Quality metrics
Model internals
Engineers who want deeper understanding
Neural nets from scratch; Transformers; Training loops; Fine-tuning basics
Production AI engineering
Engineering teams
Observability; Cost and latency; Deployment; Data pipelines
Strategy and adoption
Leaders, managers, founders
Team habits; Org workflows; Policy; Change management
Resources
Neural Networks: Zero to Hero
Video course · Andrej Karpathy · Intermediate
You want to understand neural networks and language models from code.
Practical Deep Learning for Coders
Free course · fast.ai · Intermediate
You can code and want a practical route into training models.
ChatGPT Prompt Engineering for Developers
Short course · DeepLearning.AI · Beginner
You want a short, structured intro to prompting for software tasks.
OpenAI Cookbook
GitHub repo · OpenAI · Beginner to advanced
You need implementation examples rather than theory.
Microsoft AI Agents for Beginners
GitHub repo · Microsoft · Beginner to intermediate
You want a structured agent learning path with code.
Build a Large Language Model From Scratch
GitHub repo / book · Sebastian Raschka · Intermediate
You want to build an LLM step by step.
The Illustrated Transformer
Visual guide · Jay Alammar · Beginner to intermediate
Transformer architecture still feels fuzzy.
Learn Prompting
Guide · Sander Schulhoff · Beginner to intermediate
You need a broad prompt engineering reference.
Prompt Engineering Guide
Guide · DAIR.AI · Beginner to advanced
You want examples of prompting techniques and patterns.
AI Engineering
Book · Chip Huyen · Intermediate to advanced
You are moving from demos to production systems.
LLM Evals
Guide · Hamel Husain · Intermediate
Your AI app needs quality checks before users see it.
RLHF Book
Book · Nathan Lambert · Advanced
You want to understand post-training and preference optimization.
Hugging Face Agents Course
Free course · Hugging Face · Beginner to intermediate
You want a hands-on agent course that uses open-source tools.
Hugging Face NLP Course
Free course · Hugging Face · Beginner to intermediate
You need the Transformer and NLP basics behind many AI apps.
Anthropic Prompt Engineering Overview
Guide · Anthropic · Beginner to intermediate
You are building with Claude and want official prompting guidance.
Google Machine Learning Crash Course
Free course · Google for Developers · Beginner
You need practical ML vocabulary before deeper AI engineering.
LangGraph Academy
Free course · LangChain · Intermediate
You want to build multi-step agent workflows with state.
LlamaIndex Docs
Docs and examples · LlamaIndex · Intermediate
You need to connect LLMs to documents, data, and retrieval.
W&B LLM Evaluation Course
Free course · Weights & Biases · Intermediate
You need to debug and measure LLM app quality.
Kaggle Intro to Machine Learning
Micro-course · Kaggle · Beginner
You need small exercises for ML basics.
StatQuest Neural Networks
Video lesson · Josh Starmer · Beginner
You want a plain-language explanation of neural-network basics.
3Blue1Brown Neural Networks
Video series · 3Blue1Brown · Beginner to intermediate
You need visual intuition for neural networks.
Learn PyTorch
Free book and videos · Daniel Bourke · Beginner to intermediate
You want to learn deep learning by writing PyTorch code.
Pinecone Learn: Retrieval-Augmented Generation
Guide · Pinecone · Beginner to intermediate
You need to understand the moving parts of RAG.
Weaviate Academy
Free academy · Weaviate · Beginner to intermediate
You want structured vector database and retrieval lessons.
Phoenix by Arize
Open source tool and docs · Arize AI · Intermediate
You need to trace, inspect, and evaluate LLM app behavior.
Langfuse Docs
Docs and cookbooks · Langfuse · Intermediate
You need production LLM tracing, scoring, and prompt operations.
Promptfoo Intro
Open source docs · Promptfoo · Intermediate
You need regression tests for prompts, models, and LLM outputs.
Made With ML
Free course · Made With ML · Intermediate
You need production ML habits that transfer to AI systems.
DataTalks.Club ML Zoomcamp
Free cohort course · DataTalks.Club · Beginner to intermediate
You want a structured free path into ML engineering.
AI Evals for Engineers & PMs
Cohort course · Hamel Husain and Shreya Shankar · Intermediate
You are shipping AI features and need a serious evaluation workflow.
AI Engineer Talks
Conference videos · AI Engineer · Intermediate to advanced
You want practitioner talks from builders working on the current AI stack.
Lenny's Podcast: AI product episodes
Podcast videos · Lenny Rachitsky · Beginner to advanced
You want AI product examples from PMs and founders.
The Cognitive Revolution
Podcast · Nathan Labenz · Intermediate to advanced
You want long-form interviews with AI builders and researchers.
Simon Willison: 2025 in LLMs so far
Talk · Simon Willison · Beginner to advanced
You want a grounded tour of current LLM tooling and tradeoffs.
Full Stack Deep Learning Lectures
Course videos · Full Stack Deep Learning · Intermediate to advanced
You want the whole lifecycle of ML and AI product development.
Initial Commit
Newsletter · Josh Pigford · Beginner to intermediate
Use this when you want Josh Pigford's material for founder workflows and related AI skills.
Builder Methods
Newsletter · Brian Casel · Beginner to intermediate
Use this when you want Brian Casel's material for founder workflows and related AI skills.
Become an AI Powered Product Leader
Course · Peter Yang · Intermediate
Use this when you want Peter Yang's material for product strategy and related AI skills.
How I AI
Newsletter series · Lenny Rachitsky · Beginner to intermediate
Use this when you want Lenny Rachitsky's material for product and related AI skills.
One Useful Thing
Newsletter · Ethan Mollick · Beginner to advanced
Use this when you want Ethan Mollick's material for ai literacy and related AI skills.
AI Engineer
Conference talks · Swyx · Intermediate to advanced
Use this when you want Swyx's material for ai engineering and related AI skills.
DeepLearning.AI Short Courses
Short courses · Andrew Ng · Beginner to advanced
Use this when you want Andrew Ng's material for prompting and related AI skills.
fast.ai
Free course · Jeremy Howard · Intermediate
Use this when you want Jeremy Howard's material for deep learning and related AI skills.
fast.ai
Courses · Rachel Thomas · Beginner to intermediate
Use this when you want Rachel Thomas's material for practical ml and related AI skills.
Neural Networks: Zero to Hero
YouTube course · Andrej Karpathy · Intermediate
Use this when you want Andrej Karpathy's material for neural networks and related AI skills.
Simon Willison on LLMs
Blog · Simon Willison · Beginner to advanced
Use this when you want Simon Willison's material for llm tools and related AI skills.
Instructor
Docs · Jason Liu · Intermediate
Use this when you want Jason Liu's material for structured outputs and related AI skills.
Hamel's AI evals guides
Guides · Hamel Husain · Intermediate to advanced
Use this when you want Hamel Husain's material for evals and related AI skills.
AI Evals for Engineers and PMs
Course · Shreya Shankar · Intermediate
Use this when you want Shreya Shankar's material for evals and related AI skills.
AI Engineering
Book · Chip Huyen · Intermediate to advanced
Use this when you want Chip Huyen's material for ai engineering and related AI skills.
Learn Prompting
Free guide · Sander Schulhoff · Beginner to intermediate
Use this when you want Sander Schulhoff's material for prompting and related AI skills.
DAIR.AI Prompt Engineering Guide
Guide · Elvis Saravia · Beginner to advanced
Use this when you want Elvis Saravia's material for prompting and related AI skills.
Eugene Yan
Essays · Eugene Yan · Intermediate to advanced
Use this when you want Eugene Yan's material for applied ml and related AI skills.
RLHF Book
Book · Nathan Lambert · Advanced
Use this when you want Nathan Lambert's material for rlhf and related AI skills.
Build a Large Language Model From Scratch
Book · Sebastian Raschka · Intermediate
Use this when you want Sebastian Raschka's material for llm internals and related AI skills.
The Illustrated Transformer
Visual essays · Jay Alammar · Beginner to intermediate
Use this when you want Jay Alammar's material for transformers and related AI skills.
Lilian Weng's AI posts
Technical essays · Lilian Weng · Advanced
Use this when you want Lilian Weng's material for agents and related AI skills.
AI Engineering resources
Newsletter · Addy Osmani · Beginner to intermediate
Use this when you want Addy Osmani's material for ai coding and related AI skills.
Latent Space
Podcast · Latent Space · Intermediate to advanced
Use this when you want Latent Space's material for ai engineering and related AI skills.
Cohere For AI
Research · Cohere For AI · Advanced
Use this when you want Cohere For AI's material for nlp research and related AI skills.
Full Stack Deep Learning
Course · Full Stack Deep Learning · Intermediate to advanced
Use this when you want Full Stack Deep Learning's material for mlops and related AI skills.
Hugging Face Learn
Free courses · Hugging Face · Beginner to advanced
Use this when you want Hugging Face's material for agents and related AI skills.
Anthropic Learn
Guides · Anthropic · Beginner to advanced
Use this when you want Anthropic's material for prompting and related AI skills.
Machine Learning Crash Course
Course · Google for Developers · Beginner
Use this when you want Google for Developers's material for ml foundations and related AI skills.
LangChain Academy
Courses · LangChain · Intermediate
Use this when you want LangChain's material for langgraph and related AI skills.
LlamaIndex
Docs · Jerry Liu · Intermediate
Use this when you want Jerry Liu's material for rag and related AI skills.
W&B Courses
Free courses · Weights & Biases · Intermediate
Use this when you want Weights & Biases's material for llm apps and related AI skills.
OpenAI Cookbook
Cookbook · OpenAI · Beginner to advanced
Use this when you want OpenAI's material for api examples and related AI skills.
AI Agents for Beginners
GitHub course · Microsoft · Beginner to intermediate
Use this when you want Microsoft's material for agents and related AI skills.
Kaggle Learn
Micro-courses · Kaggle · Beginner
Use this when you want Kaggle's material for python and related AI skills.
StatQuest
YouTube videos · Josh Starmer · Beginner to intermediate
Use this when you want Josh Starmer's material for ml foundations and related AI skills.
Neural Networks series
Animated videos · 3Blue1Brown · Beginner to intermediate
Use this when you want 3Blue1Brown's material for neural networks and related AI skills.
Learn PyTorch
Free book · Daniel Bourke · Beginner to intermediate
Use this when you want Daniel Bourke's material for pytorch and related AI skills.
Python Engineer
YouTube tutorials · Patrick Loeber · Beginner to intermediate
Use this when you want Patrick Loeber's material for pytorch and related AI skills.
AssemblyAI YouTube
YouTube tutorials · AssemblyAI · Beginner to intermediate
Use this when you want AssemblyAI's material for speech ai and related AI skills.
Pinecone Learn
Guides · Pinecone · Beginner to advanced
Use this when you want Pinecone's material for vector databases and related AI skills.
Weaviate Academy
Academy courses · Weaviate · Beginner to intermediate
Use this when you want Weaviate's material for vector search and related AI skills.
Phoenix
Docs · Arize AI · Intermediate
Use this when you want Arize AI's material for observability and related AI skills.
Langfuse Docs
Docs · Langfuse · Intermediate
Use this when you want Langfuse's material for observability and related AI skills.
Mirascope Learn
Docs · Mirascope · Intermediate
Use this when you want Mirascope's material for llm app architecture and related AI skills.
Vellum Guides
Guides · Vellum · Beginner to intermediate
Use this when you want Vellum's material for prompt management and related AI skills.
Humanloop Blog and Docs
Blog · Humanloop · Intermediate
Use this when you want Humanloop's material for prompt management and related AI skills.
Promptfoo Docs
Docs · Promptfoo · Intermediate
Use this when you want Promptfoo's material for prompt testing and related AI skills.
IBM Generative AI courses
Coursera courses · Armand Ruiz · Beginner
Use this when you want Armand Ruiz's material for generative ai basics and related AI skills.
AI and Machine Learning for Coders
Books · Laurence Moroney · Beginner to intermediate
Use this when you want Laurence Moroney's material for tensorflow and related AI skills.
Deep Learning with Python
Book · François Chollet · Intermediate
Use this when you want François Chollet's material for keras and related AI skills.
Hands-On Machine Learning
Book · Aurelien Geron · Beginner to intermediate
Use this when you want Aurelien Geron's material for scikit-learn and related AI skills.
Made With ML
Course · Made With ML · Intermediate
Use this when you want Made With ML's material for mlops and related AI skills.
MLOps Community
Talks · MLOps Community · Intermediate to advanced
Use this when you want MLOps Community's material for mlops and related AI skills.
Maven AI courses
Cohort courses · Maven AI courses · Beginner to advanced
Use this when you want Maven AI courses's material for ai product and related AI skills.
AI and language model essays
Essays · Maggie Appleton · Beginner to intermediate
Use this when you want Maggie Appleton's material for ai ux and related AI skills.
Linus Lee
Essays · Linus Lee · Intermediate
Use this when you want Linus Lee's material for ai interfaces and related AI skills.
Every AI and Chain of Thought
Newsletter · Dan Shipper · Beginner to intermediate
Use this when you want Dan Shipper's material for ai workflows and related AI skills.
Ben's Bites
Newsletter · Ben Tossell · Beginner
Use this when you want Ben Tossell's material for ai news and related AI skills.
The Cognitive Revolution
Podcast · Nathan Labenz · Intermediate to advanced
Use this when you want Nathan Labenz's material for ai strategy and related AI skills.
The Data Exchange
Podcast · Ben Lorica · Intermediate
Use this when you want Ben Lorica's material for data systems and related AI skills.
DataTalks.Club ML Zoomcamp
Free courses · DataTalks.Club · Beginner to intermediate
Use this when you want DataTalks.Club's material for ml engineering and related AI skills.
DeepLearning.AI
Short courses · DeepLearning.AI · Beginner to advanced
Use this when you want DeepLearning.AI's material for generative ai and related AI skills.
MarkTechPost
Articles · MarkTechPost · Intermediate
Use this when you want MarkTechPost's material for research discovery and related AI skills.
CS50's Introduction to Artificial Intelligence with Python
Free course · Harvard CS50 · Beginner to intermediate
Use this when you want Harvard CS50's material for search and related AI skills.
MIT Introduction to Deep Learning
Lectures · MIT 6.S191 · Beginner to intermediate
Use this when you want MIT 6.S191's material for deep learning and related AI skills.
Stanford CS229 Machine Learning
Course notes · Stanford CS229 · Intermediate
Use this when you want Stanford CS229's material for ml foundations and related AI skills.
Natural Language Processing with Deep Learning
Lectures · Stanford CS224N · Intermediate to advanced
Use this when you want Stanford CS224N's material for nlp and related AI skills.
Convolutional Neural Networks for Visual Recognition
Course notes · Stanford CS231N · Intermediate
Use this when you want Stanford CS231N's material for computer vision and related AI skills.
Introduction to Artificial Intelligence
Course · Berkeley CS188 · Beginner to intermediate
Use this when you want Berkeley CS188's material for search and related AI skills.
NVIDIA DLI
Workshops · NVIDIA Deep Learning Institute · Beginner to advanced
Use this when you want NVIDIA Deep Learning Institute's material for deep learning and related AI skills.
AWS AI and ML training
Courses · AWS Skill Builder · Beginner to advanced
Use this when you want AWS Skill Builder's material for cloud ai and related AI skills.
Google Cloud AI learning paths
Labs · Google Cloud Skills Boost · Beginner to advanced
Use this when you want Google Cloud Skills Boost's material for cloud ai and related AI skills.
Microsoft Learn AI
Learning paths · Microsoft Learn · Beginner to advanced
Use this when you want Microsoft Learn's material for azure ai and related AI skills.
IBM SkillsBuild AI
Courses · IBM SkillsBuild · Beginner
Use this when you want IBM SkillsBuild's material for ai foundations and related AI skills.
Elements of AI
Free course · Elements of AI · Beginner
Use this when you want Elements of AI's material for ai foundations and related AI skills.
freeCodeCamp AI and machine learning courses
Articles · freeCodeCamp · Beginner to intermediate
Use this when you want freeCodeCamp's material for python and related AI skills.
DataCamp AI courses
Interactive courses · DataCamp · Beginner to intermediate
Use this when you want DataCamp's material for ai foundations and related AI skills.
Codecademy AI courses
Interactive courses · Codecademy · Beginner
Use this when you want Codecademy's material for ai foundations and related AI skills.
Udacity School of AI
Nanodegrees · Udacity · Beginner to advanced
Use this when you want Udacity's material for machine learning and related AI skills.
Coursera AI courses
Courses · Coursera AI · Beginner to advanced
Use this when you want Coursera AI's material for ai foundations and related AI skills.
edX artificial intelligence courses
Courses · edX AI · Beginner to advanced
Use this when you want edX AI's material for ai foundations and related AI skills.
AI for Education
Guides · Khan Academy · Beginner
Use this when you want Khan Academy's material for ai literacy and related AI skills.
Zapier AI automation guides
Guides · Zapier · Beginner to intermediate
Use this when you want Zapier's material for automation and related AI skills.
n8n AI workflow tutorials
Docs · n8n · Intermediate
Use this when you want n8n's material for automation and related AI skills.
Make AI automation
Templates · Make · Beginner to intermediate
Use this when you want Make's material for automation and related AI skills.
Runway Academy
Tutorials · Runway · Beginner to intermediate
Use this when you want Runway's material for generative video and related AI skills.
ComfyUI examples
Examples · ComfyUI · Intermediate
Use this when you want ComfyUI's material for image generation and related AI skills.
Stability AI docs
Docs · Stability AI · Beginner to intermediate
Use this when you want Stability AI's material for image generation and related AI skills.
Replicate docs and examples
Docs · Replicate · Beginner to intermediate
Use this when you want Replicate's material for model apis and related AI skills.
Modal examples
Docs · Modal · Intermediate
Use this when you want Modal's material for deployment and related AI skills.
Qdrant Learning Center
Docs · Qdrant · Beginner to intermediate
Use this when you want Qdrant's material for vector search and related AI skills.
Chroma docs
Docs · Chroma · Beginner to intermediate
Use this when you want Chroma's material for vector search and related AI skills.
Milvus tutorials
Docs · Milvus · Intermediate
Use this when you want Milvus's material for vector databases and related AI skills.
Neo4j GraphRAG learning
Guides · Neo4j · Intermediate
Use this when you want Neo4j's material for graphrag and related AI skills.
LangChain and LangGraph tutorials
Notebooks · Lance Martin · Intermediate
Use this when you want Lance Martin's material for langgraph and related AI skills.
Data Independent AI tutorials
YouTube tutorials · Greg Kamradt · Beginner to intermediate
Use this when you want Greg Kamradt's material for rag and related AI skills.
James Briggs AI tutorials
YouTube tutorials · James Briggs · Beginner to intermediate
Use this when you want James Briggs's material for vector search and related AI skills.
Weaviate education videos
YouTube tutorials · Connor Shorten · Beginner to intermediate
Use this when you want Connor Shorten's material for vector search and related AI skills.
Sentence Transformers
Docs · Nils Reimers · Intermediate
Use this when you want Nils Reimers's material for embeddings and related AI skills.
Hugging Face LLM tutorials
Tutorials · Phil Schmid · Intermediate to advanced
Use this when you want Phil Schmid's material for open models and related AI skills.
NLP with Transformers
Book · Lewis Tunstall · Intermediate
Use this when you want Lewis Tunstall's material for transformers and related AI skills.
Serrano Academy
YouTube lessons · Luis Serrano · Beginner to intermediate
Use this when you want Luis Serrano's material for ml foundations and related AI skills.
Brandon Rohrer ML explanations
Essays · Brandon Rohrer · Beginner to intermediate
Use this when you want Brandon Rohrer's material for ml foundations and related AI skills.
Tina Huang AI and data career videos
YouTube videos · Tina Huang · Beginner
Use this when you want Tina Huang's material for ai literacy and related AI skills.
Krish Naik AI tutorials
YouTube tutorials · Krish Naik · Beginner to intermediate
Use this when you want Krish Naik's material for machine learning and related AI skills.
Sentdex AI tutorials
YouTube tutorials · Sentdex · Beginner to intermediate
Use this when you want Sentdex's material for python ml and related AI skills.
Nicholas Renotte AI tutorials
YouTube tutorials · Nicholas Renotte · Beginner to intermediate
Use this when you want Nicholas Renotte's material for computer vision and related AI skills.
Dave Ebbelaar AI automation
YouTube tutorials · Dave Ebbelaar · Beginner to intermediate
Use this when you want Dave Ebbelaar's material for automation and related AI skills.
Future Tools
Tool directory · Matt Wolfe · Beginner
Use this when you want Matt Wolfe's material for tool discovery and related AI skills.
HyperWrite and AI workflow writing
Guides · Matt Shumer · Beginner to intermediate
Use this when you want Matt Shumer's material for prompting and related AI skills.
Riley Goodside prompting examples
Examples · Riley Goodside · Intermediate
Use this when you want Riley Goodside's material for prompting and related AI skills.
OpenAI and AI engineering talks
Talks · Sean Grove · Intermediate
Use this when you want Sean Grove's material for ai engineering and related AI skills.
Relevance AI Academy
Academy · Relevance AI · Beginner to intermediate
Use this when you want Relevance AI's material for agents and related AI skills.
Gumloop tutorials
Templates · Gumloop · Beginner to intermediate
Use this when you want Gumloop's material for automation and related AI skills.
CrewAI docs
Docs · CrewAI · Intermediate
Use this when you want CrewAI's material for agents and related AI skills.
Microsoft AutoGen docs
Docs · AutoGen · Intermediate
Use this when you want AutoGen's material for agents and related AI skills.
OpenRouter docs
Docs · OpenRouter · Beginner to intermediate
Use this when you want OpenRouter's material for model routing and related AI skills.
Ollama docs
Docs · Ollama · Beginner to intermediate
Use this when you want Ollama's material for local models and related AI skills.
llama.cpp examples
GitHub repo · llama.cpp · Intermediate to advanced
Use this when you want llama.cpp's material for local models and related AI skills.