EdX

Applied Local Large Language Models (edX)

Applied Local Large Language Models (edX)

Unlock the power of large language models on your machine. Master setup and interaction with cutting-edge LLMs through intuitive web interfaces and APIs. Explore diverse tools, programming languages, and frameworks like Hugging Face and Mozilla for seamless LLM integration. Gain invaluable skills for efficient local LLM deployment.

Class Deals by MOOC List - Click here and see EdX's Active Discounts, Deals, and Promo Codes.

Master Local Large Language Models (LLMs) Deployment

  • Unlock the power of cutting-edge LLMs on your machine
  • Learn to set up & interact with LLMs via intuitive web interfaces & APIs
  • Explore tools like Hugging Face & Mozilla for seamless LLM integration

Course Highlights:

  • Gain solid understanding of running LLMs locally
  • Set up local environment with powerful tooling for different LLMs
  • Interact with LLMs through web interfaces & API access
  • Leverage programming languages for efficient LLM integration
  • Use Hugging Face Candle & Mozilla llamafile for LLM capabilities

Develop invaluable skills for efficient local deployment of LLMs. Master setup, integration & interaction techniques to leverage the full potential of large language models on your machine.
This course is part of the Large Language Model Operations (LLMOps) Professional Certificate.

What you'll learn

  • Tools for running LLMs locally like Llamafile.
  • Local Large Language Models (LLMs)
  • Use the Python APIs to interact with local LLMs
Go to Class
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Related Courses

End to End LLMs with Azure (Coursera) Coursera
Duke University

End to End LLMs with Azure (Coursera)

This comprehensive course equips you with skills to leverage Azure for building and deploying Large Language Model (LLM) applications. Learn to use Azure OpenAI Service for deploying LLMs, utilizing inference APIs, and integrating with Python. Explore architectural patterns like Retrieval-Augmented Generation (RAG) and Azure services like Azure Search for robust applications.

Sep 21st 2026
1 Week
Generative AI and LLMs on AWS (edX) EdX
AI (Pragmatic AI Labs)

Generative AI and LLMs on AWS (edX)

Unlock scalable generative AI with expert training on deploying and optimizing large language models on AWS for peak performance and compliance. Master deploying generative AI models like GPT on AWS through hands-on labs. Learn architecture selection, cost optimization, monitoring, CI/CD pipelines, and compliance best practices. Gain skills in operationalizing LLMs using Amazon Bedrock, auto-scaling, spot instances, and differential privacy techniques. Ideal for ML engineers, data scientists, and technical leaders.

Self Paced
Self-Paced
Quantization Fundamentals (Coursera) Coursera
DeepLearning.AI

Quantization Fundamentals (Coursera)

Generative AI models, like large language models, often exceed the capabilities of consumer-grade hardware and are expensive to run. Compressing models through methods such as quantization makes them more efficient, faster, and accessible. This allows them to run on a wide variety of devices, including smartphones, personal computers, and edge devices, and minimizes performance degradation.

Sep 14th 2026
1 Week
AI for Decision Makers (Coursera) Coursera
Fred Hutchinson Cancer Center

AI for Decision Makers (Coursera)

This course on AI for Decision Makers explores the growing use of AI across disciplines and its potential benefits and challenges. The course covers necessary context, such as discussing what AI is, how it works, Ethical considerations, and policy considerations. Through exploring the many AI possibilities at your fingertips, you will build leadership skills for helping your business, lab, organization, or community work more efficiently, creatively, and ethically.

Sep 21st 2026
5-12 Weeks