Intro to Generative AI for Coders - Accelerated
Thurs., May 14 3 pm - 5 pm $100
This will be an accelerated version of our popular “Intro to Generative AI” course, intended to give an overview of what Generative AI is, how it works from a high level, and how to use basic technical tools to leverage Generative AI. Those who take this course will have the basic knowledge needed to use LLMs to create useful tools, and will have the understanding behind the technology to improve their prompt engineering skills as well. This course is ideal for people who are interested in the Advanced Generative AI for Coders and Deep Dive into Retrieval Augmented Generation courses but have not taken classes in the technical basics of generative AI.
Prereqs: Intermediate Python, some familiarity with AI/Machine Learning is helpful but not required
Advanced GenAI for Coders
Thurs., May 21 1 pm - 5 pm $300
This new course will introduce more advanced topics in Generative AI, including a deeper look at some of the tools we touch on in the intro course as well as introducing new topics like agentic AI and the broader aspects of a modern AI workflow. We’ll go over deterministic workflows versus autonomous agents, advanced prompting, schema-constrained outputs, and more to take your generative AI knowledge to the next level and help you get the most out of the power of Generative AI as a coder. After taking this course, you should be able to use and understand Generative AI beyond its use in chatbots. It is strongly recommended to have some knowledge of generative AI, NLP, and Python before taking this course.
Prereqs: Intermediate Python skills and a basic understanding of generative AI - if you do not have any background in generative AI, you are encouraged to register for the accelerated Intro to Generative AI class offered before this course to get up to speed on the basics.
Deep Dive into Retrieval Augmented Generation (RAG)
Thurs., May 28 3 pm - 5 pm $100
This brief course will take what we’ve learned in the Intro to Generative AI (or Accelerated GenAI) course and go deeper in the world of Retrieval Augmented Generation (RAG) systems. You’ll learn to upgrade your RAG with query rewriting, reranking, citation generation, and more sophisticated evaluation tools. We’ll also touch on agentic RAG. You should come out of this class with the tools to make a more sophisticated RAG system. It is strongly suggested to have knowledge of Generative AI and Python coding, NLP is useful but not required.
Prereqs: Intermediate Python skills, knowledge of generative AI may be useful but is not required.