# Local AI Master

> Learn to run AI on your own hardware. 20 hands-on courses (495 chapters) plus an interactive in-browser Python Lab covering local LLMs, RAG, AI agents, fine-tuning, and production deployment with Ollama, vLLM, and open models. The first chapter of every course is free, no credit card.

## Courses
- [What is AI](https://localaimaster.com/learn/what-is-ai): Complete foundations course covering AI concepts from basics to advanced applications. Hands-on chapters with labs, quizzes, and Ollama experiments.
- [AI: Beginning to Advanced](https://localaimaster.com/learn/ai-beginning-to-advanced): Deep dive from first neurons to production systems. Neural networks, GANs, LLMs, multi-agent systems, and edge AI.
- [Natural Language Processing](https://localaimaster.com/learn/nlp): Master NLP from tokenization to transformers. Build chatbots, sentiment analyzers, and text generation systems.
- [Computer Vision](https://localaimaster.com/learn/computer-vision): Image classification, object detection, GANs, vision-language models. From CNNs to state-of-the-art architectures.
- [RAG Systems](https://localaimaster.com/learn/rag-system): Build production RAG pipelines. Vector databases, embedding strategies, advanced retrieval patterns, enterprise architecture.
- [Agentic AI](https://localaimaster.com/learn/agentic-ai): Design autonomous AI agents. Tool use, planning, multi-agent cooperation, orchestration frameworks, memory systems.
- [Multimodal AI Systems](https://localaimaster.com/learn/multimodal-ai): Build systems that process text, images, audio, and video together. Cross-modal attention and fusion architectures.
- [MLOps](https://localaimaster.com/learn/mlops): Production ML pipelines. CI/CD for models, monitoring, feature stores, model serving, and infrastructure automation.
- [Test-Time Compute Scaling](https://localaimaster.com/learn/test-time-compute): Advanced scaling strategies for inference. Chain-of-thought, self-consistency, and compute-optimal inference.
- [Reinforcement Learning](https://localaimaster.com/learn/reinforcement-learning): From bandits to deep RL. Policy gradients, Q-learning, actor-critic, RLHF, and real-world applications.
- [MCP Servers and Tool Ecosystems](https://localaimaster.com/learn/mcp-servers): Build, secure, and ship Model Context Protocol servers. Tools, resources, transport, observability, and production deployment patterns.
- [Voice AI and Realtime Agents](https://localaimaster.com/learn/voice-ai): Speech-to-text, text-to-speech, realtime LLM orchestration, voice agents with tools, observability, and telephony deployment.
- [AI Engineering: From Prompt to Production](https://localaimaster.com/learn/ai-engineering): End-to-end AI app craft. Prompting, embeddings, tools, evals, guardrails, performance, deployment, and CI/CD for AI systems.
- [AI Security, Guardrails, and Red Teaming](https://localaimaster.com/learn/ai-security): Threat modeling, prompt injection, agent risks, data security, red teaming, monitoring, and compliance for production AI.
- [Human-AI Collaboration](https://localaimaster.com/learn/human-ai-collaboration): Decision rights, trust calibration, oversight, workflow design, and team adoption for working alongside AI systems.
- [Local AI Deployment: From Laptop to Production](https://localaimaster.com/learn/local-ai-deployment): Real production code for deploying LLMs locally. Quantization, KV cache, vLLM, multi-GPU, edge devices, OpenAI-compatible servers. Full GitHub repo in
- [Dataset Engineering: Build the Data That Makes Models Great](https://localaimaster.com/learn/dataset-engineering): The discipline behind every great AI system. Collection, cleaning, deduplication at scale, synthetic data, instruction tuning, preference data, evals,
- [AI for Coding, Code Agents, and Engineering Workflows](https://localaimaster.com/learn/ai-for-coding): Build repo-aware coding agents, engineering copilots, PR-review systems, and safe CI-aware automation — production-grade, beginner to advanced.
- [Fine-Tuning, Distillation, and Model Adaptation](https://localaimaster.com/learn/fine-tuning-distillation): Decide when to fine-tune vs distill, engineer datasets, run SFT / distillation / preference optimization, evaluate, and deploy for cost, latency, and 
- [Local Image Generation: Stable Diffusion, FLUX & ComfyUI](https://localaimaster.com/learn/image-generation): Generate images on your own GPU — free, private, and uncensored. Install ComfyUI, master SDXL and FLUX, control output with ControlNet and LoRA, inpai
- [Digital Marketing: Zero to Pro](https://localaimaster.com/learn/digital-marketing): A complete, practical digital marketing course — branding, websites, SEO, content, social, email, paid ads, analytics, advanced strategy, and AI marke

## Key guides & tools
- [Best Ollama Models](https://localaimaster.com/blog/best-ollama-models)
- [AI Hardware Requirements Guide](https://localaimaster.com/blog/ai-hardware-requirements-2025-complete-guide)
- [Best Local AI Models for Coding](https://localaimaster.com/blog/best-local-ai-models-programming)
- [Run FLUX.1 Locally](https://localaimaster.com/blog/flux-local-image-generation)
- [Build Local AI Agents](https://localaimaster.com/blog/ai-agents-local-guide)
- [Complete Ollama Guide](https://localaimaster.com/blog/complete-ollama-guide)
- [Model directory (all local models)](https://localaimaster.com/models)
- [VRAM Calculator](https://localaimaster.com/tools/vram-calculator)
- [Model Recommender](https://localaimaster.com/tools/model-recommender)
- [Blog](https://localaimaster.com/blog)
- [Pricing](https://localaimaster.com/pricing)