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Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC · Program
About this program
Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC
Online Course
Learning format
AI Agents
Subcategory
English
Course language
$19.99 (list $9.99)
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC
- Fundamentals of Local AI: LLMs, Diffusion, RAG & On-Premise AI Automation
- Installation & Setup of Ollama, LM Studio & Anything LLM
- Run Local LLMs (GPT, Qwen, Deepseek, Gemma, Mistral & more)
- How Diffusion Models Work: Stable Diffusion, Flux, Wan, Qwen & more
- Understanding Hardware: GPU, VRAM, RAM, Unified Memory & Apple Basics
- Pinokio: Install Local AI Quickly & Easily
- Prompt Engineering for LLMs, SDXL & Flux Models
- Apply RAG (Retrieval-Augmented Generation) & Embeddings Locally
- Understand Vector Databases & Use Them with Supabase, Postgres & SQL
- Data Preparation in Markdown: Chunking, Overlap & Optimization
- Connect Anything LLM with Ollama & Build Your Own RAG Chatbot
- Vision Models, OCR & Image Recognition with Google Gemma and Qwen VL
- Test-Time Compute & Thinking LLMs with DeepSeek R & GPT-OSS
- Function Calling & Tool Use: Connecting External Tools with LLMs
- Understanding Quantization: FP16, BF16, Q8, Q4, GGUF & Performance Tips
- Use ComfyUI, Forge, Fooocus & Automatic1111 Locally
- Generate Images & Videos Locally with SDXL, Flux, Qwen & AI Video Models
- LoRA Training, ControlNet & Consistent Characters for AI Influencers
- Use Local AI Audio: Whisper, TTS, STT & Music Generation
- Agentic AI with n8n: Triggers, Actions, MCP Client & Host
- Integrate Supabase into n8n for Embeddings, SQL & RAG Workflows
- Email Agents, Webhooks & Automation with Google & n8n
- Connect Open WebUI & ComfyUI with n8n for Image & Video Automation
- MCP Server & Client: Local Tool Integration with n8n & LM Studio
- Build a Local RAG Agent with Flowise, Postgres & Ollama
- Docker-Based Installations for n8n, Supabase, Open WebUI & More
- OCR & Document Processing: Extract Data from Images, PDFs & Invoices
- Privacy, Compliance & Open-Source Licenses (MIT, Apache & More)
- Security: Understanding Jailbreaks, Prompt Injections, Hallucinations & MCP Rug-Pulls
- Build a Scalable On-Premise AI Infrastructure for Business & Enterprise
What's Included in Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC
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