Description
Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC is a course on how to run advanced AI models directly on your local computer without relying on cloud services, published by Udemy Online Academy. This course teaches you how to run advanced AI models directly on your local computer without relying on cloud services. The course covers setting up, optimizing, and using large language models (LLMs), diffusion models for image generation, and AI agents for automation—all of which run locally. Learners gain hands-on experience configuring hardware, installing frameworks, and integrating various AI tools to build efficient, private, and customizable AI systems.
This course explores how to install and run AI models locally, including text-based LLMs, diffusion models for image generation, and AI agents. Individuals will learn about hardware requirements, GPU optimization, and environment configuration for stable and efficient performance. The lessons will demonstrate how to use tools like Ollama, Stable Diffusion, and LM Studio to generate text, create images, and automate tasks without the internet. The course will also cover local model fine-tuning, rapid optimization, and workflow integration between AI systems. By the end, individuals will be able to build, run, and manage powerful AI tools entirely on their own PCs, achieving complete control, privacy, and flexibility in their AI workflows.
What you will learn in Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC:
- Local AI Basics: LLMs, Publishing, RAG, and On-Premise AI Automation
- Installing and Setting Up Ollama, LM Studio, and Anything LLM
- Running Local LLMs (GPT, Qwen, Deepseek, Gemma, Mistral, and More)
- How Publishing Models Work: Persistent Publishing, Flux, Wan, Qwen, and More
- Understanding Hardware: GPU, VRAM, RAM, On-Board Memory, and Apple Basics
- Pinokio: Quick and Easy Local AI Setup
- Rapid Engineering for LLMs, SDXL, and Flux Models
- Implementing RAG (Retrieval-Augmented Generation) and Embeddings Locally
- Understanding and Using Vector Databases with Supabase, Postgres, and SQL
- Preparing Data in Markdown: Segmentation, Overlay, and Optimization
- Connect Any LLM to Ollama and Build Your Own RAG Chatbot
- Vision Models, OCR, and Image Recognition with Google Gemma and Qwen VL
- LLM Courses Computing and Thinking on Tests with DeepSeek R and GPT-OSS
- and…
Course specifications
Publisher: Udemy
Instructors: Arnold Oberleiter
Language: English
Level: Introductory to Advanced
Number of Lessons: 103
Duration: 13 hours and 58 minutes
Course topics
Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC Prerequisites
No prior knowledge required, everything is shown step by step.
Pictures
Local AI Masterclass: LLMs, Diffusion & AI-Agents on Your PC introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
8.6 GB
