Course Overview
Generative AI (GenAI) and Large Language Models (LLMs) are extremely powerful new tools that are changing every industry. To fully take advantage of GenAI and LLMs, these new capabilities need to be combined with your existing enterprise data. This two-day course teaches how to use Cloudera AI to train, augment, fine tune, and host LLMs to create powerful enterprise AI solutions.
Who should attend
This course is designed for data scientists and machine learning engineers who need to understand how to utilize Cloudera AI to leverage the full power of their enterprise data, generative AI, and Large Language Models and deliver powerful business solutions.
Course Objectives
Through lecture and Hands-On exercises, you will learn how to:
- Select the right LLM model for a use case
- Configure a Prompt for an LLM
- Use Retrieval Augmented Generation (RAG)
- Fine Tune an LLM Model with Enterprise Data
- Use the AI Model Registry and host an LLM
- Create an AI Agent with Crew AI
English