Instructors:
Classes:
📅 Saturdays - Sep 20, Sep 27 & Oct 4
🕘 10:00 AM – 2:00 PM
📍 Elings Hall - Room 3001
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If you have any questions about the bootcamp, please reach out to the instructors via their emails!
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Explore the world of AI through hands-on activities and fun projects! In this class, you will experience the applications of AI in our life, learn the fundamental building blocks of AI, and train your own AI models, and gain the power to explore the AI world. With hands-on activities, you will learn how models learn from data, how computer programs see and understand the world. In coding projects, you will learn how to adapt AI models for your own needs, and explore how language models like ChatGPT process human language. Come learn, create and imagine the future with us!
We especially encourage aspiring young women in computer science to apply! 👩🏼💻
For this class, no personal devices are required as computers will be provided for you.
| Topics | Lecture Slides | |
|---|---|---|
| Week 1 | Sep 20: |
10-12 AM: Fundamentals of AI and classifier pipelines
12:30-2 PM: Intro to gradient descent | https://tinyurl.com/a2rk4kmw | | Week 2 | **Sep 27:
10-12 AM:** Introduction to Python coding, neural networks, and computer vision
12:30-2 PM: Hyper parameters, tuning them and transfer learning | https://tinyurl.com/dwzdzkm3 | | Week 3 | **Oct 4:
10-12 AM:** Generative vs discriminative models
12:30-2 PM: Large Language Models (LLMs) | https://tinyurl.com/yc7xdba7 |