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Foundations of AI: Intro to AI with Amy Hemmeter
May 16 @ 1:00 PM EDT - 5:00 PM EDT
In this half-day course, you’ll learn about Artificial Intelligence (AI), starting with foundational concepts in machine learning and deep learning, then moving to the basics of Natural Language Processing and Computer Vision that got us to our current boom in Generative AI as demonstrated by GPT-3, DALL-E and other well-known tools. Learn how to train your own AI models, how to make the most of open-source and pre-trained models on the market, and how to stay ahead of the curve on technical improvements.
In this course you’ll learn:
- Basics of deep learning with language data
- How BERT and GPT work
- What is Generative AI?
- What is an LLM and how do I use it?
- Basics of prompt tuning and prompt engineering
- Retrieval Augmented Generation (RAG)
- Evaluating generative model performance