Sebastian Raschka
Build a Large Language Model From Scratch · Intermediate
A hands-on path through building an LLM in code.
Skills
LLM internals, PyTorch, Model training
AI directory search
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
38 matches for "git"
Build a Large Language Model From Scratch · Intermediate
A hands-on path through building an LLM in code.
Skills
LLM internals, PyTorch, Model training
AI Creator Academy by DCT · Beginner to intermediate
Explicitly non-tech AI training for everyday people who want creator, digital product, and income workflows.
Skills
AI creator skills, Digital products, AI art, Canva, Side hustles
AI Creators Academy · Beginner to intermediate
Creator-focused AI community for people building confidence, content, and small businesses with AI tools.
Skills
AI creator workflows, Digital products, Mindset, Content
Free AI Creator Academy · Beginner to intermediate
Free Skool community for creators and brands learning AI content, avatars, storytelling, ads, and creator economy workflows.
Skills
AI avatars, AI influencers, Creative strategy, Digital identities
Luv2Learn AI Lab · Beginner to intermediate
Community with hands-on AI music and creative tool workshops for non-technical creators.
Skills
AI music, Suno, Creative prompts, Digital products
Ship 30 for 30 and AI writing workflows · Beginner to intermediate
Useful for non-technical professionals using AI to draft, sharpen, and ship business writing consistently.
Skills
Writing with AI, Content strategy, Audience building, Digital writing
Typeshare and digital writing · Beginner to intermediate
Good for learning how AI can support structured writing and content production without replacing judgment.
Skills
AI-assisted writing, Content systems, Personal brand, Idea development
PraisonAI · Intermediate
A practical open-source builder path for learners who want agent patterns, examples, and tool integrations they can inspect directly.
Skills
AI agents, Multi-agent workflows, MCP, RAG, Open source
Hands-On Machine Learning · Beginner to intermediate
One of the most useful hands-on books for classical ML plus neural network foundations.
Skills
Scikit-learn, TensorFlow, ML foundations, Deep learning
Hugging Face Learn · Beginner to advanced
One of the best free ecosystems for learning open-source AI by building with models, datasets, spaces, agents, context engineering, and MCP workflows.
Topics
Agents, Context engineering, MCP, Transformers, Post-training, Open models
LangChain Academy · Intermediate
Useful when you are ready to build multi-step LLM applications, agents, and graph-based workflows.
Topics
LangGraph, Agents, LLM orchestration, RAG
OpenAI docs, Academy, and Cookbook · Beginner to advanced
Official model and implementation material for learning GPT-6 Astra and cost-sensitive GPT-5.6 choices, Codex workflows, subagents, memories, agent evals, MCP and connector patterns, retrieval, background jobs, prompt engineering, production best practices, model optimization, structured outputs, and OpenAI's Academy learning path.
Topics
GPT-6 Astra, GPT models, Reasoning models, Model selection, Agents, Subagents, RAG, Structured outputs, MCP, Evals, Memories
AI Agents for Beginners · Beginner to intermediate
A structured lesson path for understanding when to use agents and how to build simple agentic systems.
Topics
Agents, Multi-agent workflows, Tool use
Microsoft AutoGen docs · Intermediate
Good for learning multi-agent design patterns and conversation-based orchestration.
Topics
Agents, Multi-agent workflows, Tool use, AI engineering
Ollama docs · Beginner to intermediate
Practical route into running and testing local models on your own machine.
Topics
Local models, LLM tools, AI engineering, Privacy
llama.cpp examples · Intermediate to advanced
Core educational repo for understanding local inference, quantization, and efficient model running.
Topics
Local models, Inference, Quantization, AI engineering
GitHub repo · OpenAI · Beginner to advanced
You need implementation examples rather than theory.
api, examples, rag, agents
GitHub repo · Microsoft · Beginner to intermediate
You want a structured agent learning path with code.
agents, workshops, beginner
GitHub repo / book · Sebastian Raschka · Intermediate
You want to build an LLM step by step.
llm internals, pytorch, training
Guide / Claude skill · Matt Pocock · Intermediate
You want to turn messy backlog items and GitHub issues into clearer, agent-ready work.
claude skills, triage, github issues, agentic workflows
Coding agent evaluation guide · GitHub · Intermediate to advanced
You want GitHub's September 2, 2026 evidence for measuring coding-agent efficiency across the whole task, including selective output compression, preserving useful context, benchmark regressions, and controlled production experiments.
github copilot, coding agents, context engineering, evals, cost optimization
Model orchestration research preview · GitHub · Intermediate to advanced
You want GitHub's September 4, 2026 technical explanation of runtime model orchestration for coding tasks, including plan decomposition, draft-critique-revise patterns, model cascading, evaluation design, and quality-versus-cost tradeoffs.
github copilot, model orchestration, model selection, coding agents, evals
Official training · OpenAI · Intermediate
You want OpenAI's practical Codex overview for real development workflows, including the CLI, IDE, GitHub, GPT-5-Codex, MCP, and code-review patterns.
openai, codex, coding agents, cli, ide
GitHub repo · Anthropic · Intermediate
You want practical, copyable Claude examples and notebooks from Anthropic instead of starting with blank prompts or abstract API docs.
anthropic, claude, cookbook, examples, tool use
GitHub repo · Perplexity · Intermediate
You want Perplexity's open evaluation suites for benchmarking grounded search quality and comparing search API behavior against other retrieval stacks.
perplexity, search evals, benchmarks, grounded answers, evaluation
GitHub repo · Meta Llama · Beginner to advanced
You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications.
llama, open models, rag, fine-tuning, deployment
GitHub repo · Qwen · Intermediate
You want the open-source implementation details for Qwen Code, including its MCP, skill, memory, and subagent workflow surfaces.
qwen, coding agents, open source, mcp, skills
GitHub repo · LangChain · Intermediate to advanced
You want a configurable open-source deep-research agent that works across search tools, MCP servers, and multiple model providers.
deep research, agents, mcp, search, multi-provider
GitHub repo · Mervin Praison · Intermediate
You want an open-source agent framework with examples, tutorials, memory, RAG, and MCP support you can inspect directly.
agents, multi-agent workflows, mcp, rag, open source
GitHub repo · VoltAgent · Intermediate
You want a larger, current catalog of real-world agent skills that can be studied, adapted, and compared across Claude Code, Codex, Gemini CLI, Cursor, and similar tools.
agent skills, skills, coding agents, claude code, codex
GitHub repo and docs · Aider · Beginner to advanced
You want a practical open-source terminal coding agent with a strong git-centric workflow and extensive real-world usage tips.
coding agents, developer tools, terminal, git, pair programming
Community · Mesha Bazemore · Beginner to intermediate
Use this when you want Mesha Bazemore's material for ai creator skills and related AI skills.
AI creator skills, Digital products, AI art, Canva, Side hustles
Community · Markens Castelly · Beginner to intermediate
Use this when you want Markens Castelly's material for ai creator workflows and related AI skills.
AI creator workflows, Digital products, Mindset, Content
Community · The Clueless Aigency · Beginner to intermediate
Use this when you want The Clueless Aigency's material for ai avatars and related AI skills.
AI avatars, AI influencers, Creative strategy, Digital identities
Community · Luv2Learn AI Lab · Beginner to intermediate
Use this when you want Luv2Learn AI Lab's material for ai music and related AI skills.
AI music, Suno, Creative prompts, Digital products
Cohort course · Dickie Bush · Beginner to intermediate
Use this when you want Dickie Bush's material for writing with ai and related AI skills.
Writing with AI, Content strategy, Audience building, Digital writing
Writing platform · Nicolas Cole · Beginner to intermediate
Use this when you want Nicolas Cole's material for ai-assisted writing and related AI skills.
AI-assisted writing, Content systems, Personal brand, Idea development
GitHub repo · Mervin Praison · Intermediate
Use this when you want Mervin Praison's material for ai agents and related AI skills.
AI agents, Multi-agent workflows, MCP, RAG, Open source