Local LLMs on Your Own Machine
Free Intermediate course · 10 lessons · 2 weeks · Certificate on completion
Run private models on your laptop or server — setup, quantization, and real use cases. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Why run models locally
- Hardware and memory limits
- Installing a local runtime
- Quantization formats explained
- Picking an open model
- Serving an API locally
Skills you'll pick up
- Why run models locally
- Hardware and memory limits
- Installing a local runtime
- Quantization formats explained
- Picking an open model
- Serving an API locally
Tools covered
- Local LLMs
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Why run models locally
Module 1 of Local LLMs on Your Own Machine. 3 lessons · 3h
Module 2: Hardware and memory limits
Module 2 of Local LLMs on Your Own Machine. 3 lessons · 3h
Module 3: Installing a local runtime
Module 3 of Local LLMs on Your Own Machine. 3 lessons · 3h
Module 4: Quantization formats explained
Module 4 of Local LLMs on Your Own Machine. 1 lessons · 1h
Lessons in this course
- Why run models locally
- Hardware and memory limits
- Installing a local runtime
- Quantization formats explained
- Picking an open model
- Serving an API locally
- Local RAG over your files
- Privacy-first workflows
- Benchmarking speed and quality
- When to go back to the cloud
Instructor
Aisha Khan — AI Productivity Coach
Aisha Khan is a AI Productivity Coach with years of hands-on experience teaching Local LLMs to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Local LLMs on Your Own Machine. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $125,000 per year · median India salary ₹17,50,000 per year · 117,534 open roles worldwide
- Local LLMs Specialist
- Senior Local LLMs Lead
- Local LLMs Consultant
Frequently asked questions
Is the Local LLMs on Your Own Machine course free?
Yes. Every Learnera course, including Local LLMs on Your Own Machine, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Local LLMs on Your Own Machine take?
10 lessons, typically completed in 2 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.