Running LLMs Locally Courses and Certifications

MattVidPro AI

Running Open Source LLMs Locally on RTX 5090 - Performance and Capabilities

Explore how to run powerful open-source LLMs locally on an RTX 5090 GPU using LM Studio, with demonstrations of DeepSeek R1 and GEMMA 3 27B models for text generation and multimodal AI capabilities.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Mastering LLMs with Ollama, LangChain, CrewAI, Hugging Face

3361 ratings at Udemy

Hands-On Projects with Ollama, Langchain, CrewAI, and HuggingFace to Enhance Your AI Skills and Transform Everyday Tasks

• Udemy
• 16 hours 8 minutes
• Self-Paced
• Paid Course

Local LLMs via Ollama & LM Studio - The Practical Guide

1446 ratings at Udemy

Run open large language models like Gemma, Llama or DeepSeek locally to perform AI inference on consumer hardware.

• Udemy
• 3 hours 55 minutes
• Self-Paced
• Paid Course

Packt

Harnessing Ollama – Create Local LLMs with Python

Master Ollama and Python to build local LLM applications with practical projects like RAG systems, sentiment analysis tools, and voice-enabled interfaces for real-world use cases.

• Coursera
• 6 hours 38 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

AI Orchestration: From local models to cloud

Master AI orchestration across local and cloud environments—build prompt engineering pipelines, deploy models with Ollama and llamafile, optimize GPU inference in Rust, and design cost-effective workflows using AWS Spot instances.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

Build local LLM applications using Python and Ollama

750 ratings at Udemy

Learn to create LLM applications in your system using Ollama and LangChain in Python | Completely private and secure

• Udemy
• 2 hours 2 minutes
• Self-Paced
• Paid Course

Zero to Hero in Ollama: Create Local LLM Applications

587 ratings at Udemy

Run customized LLM models on your system privately | Use ChatGPT like interface | Build local applications using Python

• Udemy
• 3 hours 15 minutes
• Self-Paced
• Paid Course

Test AI & LLM App with DeepEval, RAGAs & more using Ollama

446 ratings at Udemy

2026 - Path to AI QA Engineer to test LLMs and AI Apps using DeepEval, RAGAs and HF Evaluate with Local LLMs like Ollama

• Udemy
• 10 hours 30 minutes
• Self-Paced
• Paid Course

Ollama Zero to Hero: Build Chat, Vision Games & AI Agents

444 ratings at Udemy

Master Local LLMs: Build 4 AI Projects with Python - From Simple Chat to Smart Agents & RAG Systems.

• Udemy
• 1 hour 12 minutes
• Self-Paced
• Paid Course

Mastering Ollama: Build Private Local LLM Apps with Python

436 ratings at Udemy

Run custom Ollama LLMs privately on your system—Use ChatGPT-like UI—Hands-on projects—No cloud or extra costs required

• Udemy
• 3 hours 21 minutes
• Self-Paced
• Paid Course

Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ

220 ratings at Udemy

Build AI Apps with Open-Source Models: NLP, Chatbots, Code Generation, Summarization, Automation & More(AI)

• Udemy
• 4 hours
• Self-Paced
• Paid Course

MLOps World: Machine Learning in Production

Private, Local AI: Running Open-Source LLMs Locally

Explore private AI applications running open-source LLMs locally on personal devices. Learn about encrypted environments for fine-tuning models on sensitive data.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

OpenSSF

Security Risks Related to Downloading and Running LLMs Locally

Uncover cybersecurity risks when downloading LLMs locally, exploring model formats, hidden code execution threats, and essential security controls for safe AI deployment.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

All Things Open

Everything You Need to Know About Running LLMs Locally

Master the essentials of deploying and operating large language models on your own hardware infrastructure for enhanced privacy and control.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Building AI Applications Locally with Ollama - From Setup to Advanced Projects

Master building AI applications locally with Ollama through hands-on projects, from basic model operations to advanced implementations like RAG systems and AI recruiters, using Python integration and REST APIs.

• freeCodeCamp
• 2 hours 57 minutes
• Self-Paced
• Free Video