Generative AI for Beginners

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What Will You Learn?

Learn the fundamentals of building Generative AI applications with our 12-lesson comprehensive course by Microsoft Cloud Advocates. Each lesson covers a key aspect of Generative AI principles and application development. 

About This Course

Provider: Github
Format: Online
Duration: 26 hours to complete [Approx]
Target Audience: Beginners
Learning Objectives: After completing this free course, you will be building your own Generative AI startup so you can get an understanding of what it takes to launch your ideas.
Course Prerequisites: NA
Assessment and Certification: NA
Instructor: Microsoft
Key Topics: Artificial Intelligence, Generative AI, Large Language Models
Topic Covered: 
  1. - Course Introduction - How to Take This Course
  2. - Introduction to Generative AI and LLMs
  3. - Exploring and comparing different LLMs
  4. - Using Generative AI Responsibly
  5. - Understanding Prompt Engineering Fundamentals
  6. - Creating Advanced Prompts
  7. - Building Text Generation Applications
  8. - Building Chat Applications
  9. - Building Search Apps Vector Databases
  10. - Building Image Generation Applications
  11. - Building Low Code AI Applications
  12. - Integrating External Applications with Function Calling
  13. - Designing UX for AI Applications

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