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Introduction to Generative AI

Explore the foundations and applications of Generative AI in this comprehensive course covering large language models, prompt engineering, and practical implementation. Learn about the evolution of AI, understand key concepts in generative models, master prompt engineering techniques, and gain hands-on experience with tools like RAG (Retrieval-Augmented Generation) while building robust AI applications.

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3 weeks, 87 lessons total which includes hands-on labs, quizzes, and a certification.

Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

Join half a million learners

We've specialized in teaching based on our vast experience in tech. Be part of half a million learners who have used our courses!

Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

  • Meet your course instructor
  • Key terms
  • What is Generative AI
  • Brief history and evolution of AI
  • What are LLMS and how do they work
  • Benefits and risks of using LLMS
  • Key terms
  • Openai and Chatgpt
  • Hugging face and open source models
  • Quiz

Week 2

  • Key terms
  • What is prompt engineering
  • Zero one and few shot Prompting
  • Key terms
  • Setting tone and Persona
  • Refining on previous context
  • Key terms
  • Limitations of context
  • Breaking down into smaller tasks
  • Quiz

Week 3

  • Key terms
  • Common types of Generative AI applications
  • Overview of an API based application
  • Key terms
  • What is RAG
  • Overview of a RAG application
  • Key terms
  • Application overview
  • Deployment overview
  • Quiz

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

  • Bulk pricing available
  • Customizable content
  • Ready to start on your schedule