Loading...

Course Description

In this course, you will discover how to work directly with some of today’s most powerful large language models (LLMs). You’ll start by exploring online LLM-based systems and seeing how they handle tasks ranging from creative text generation to language translation. You’ll compare how models from major organizations like OpenAI, Google, and Anthropic differ in their outputs and underlying philosophies.

You will then move beyond web interfaces to identify how to find and load various foundation models through the Hugging Face hub. By mastering Python scripts that retrieve and run these models locally, you’ll gain deeper control over prompt engineering and understand how different model architectures respond to your requests. Finally, you’ll tie all these skills together in hands-on projects where you generate text, analyze tokenization details, and assess outputs from multiple LLMs.

Faculty Author

David Mimno

Benefits to the Learner

  • Identify capabilities of online systems that are based on language models
  • Compare relative outputs among commercially available LLMs and contrast capabilities and affordances
  • Find publicly available models through the Hugging Face hub
  • Describe key players in the LLM development community and compare their philosophies
  • Implement Python scripts, via the Hugging Face Transformers API, to load and interact with large language models
  • Craft effective prompts that generate meaningful text for answering questions or performing tasks
  • Analyze and explain differences in model responses, drawing on prompt design and model-specific properties

Target Audience

  • Engineers
  • Developers
  • Analysts
  • Data scientists
  • AI engineers
  • Entrepreneurs
  • Data journalists
  • Product managers
  • Researchers
  • Policymakers
  • Legal professionals

Applies Towards the Following Certificates

Loading...
Enroll Now - Select a section to enroll in
Type
2 week
Dates
Oct 22, 2025 to Nov 04, 2025
Total Number of Hours
16.0
Course Fee(s)
Standard Price $999.00
Type
2 week
Dates
Jan 14, 2026 to Jan 27, 2026
Total Number of Hours
16.0
Course Fee(s)
Standard Price $999.00
Type
2 week
Dates
Apr 08, 2026 to Apr 21, 2026
Total Number of Hours
16.0
Course Fee(s)
Standard Price $999.00
Required fields are indicated by .