Fall 2024 ERS-AI Bootcamp

When: Tuesday, August 13 (9am-5pm) and Wednesday, August 14 (1pm-5pm)
Where: C1-121 (Biomedical Information Teaching Space), HSC Library

Self-Paced Training Resources

A surface-level familiarity and at least some hands-on experience with Python is strongly recommended prior to the first day of the AI bootcamp.

Course	Organization	Time	Description
Python for AI	UF Practicum AI	1-4 hours	An introduction to the basics of Python programming and data science tools used in AI.
Getting Started with Python	University of Michigan	18 hours	This course aims to teach everyone the basics of programming computers using Python, and covers Chapters 1-5 of the textbook “Python for Everybody”.
Foundations of AI-Based Medicine	UF College of Medicine	4 hours	This course provides clinicians interested in collaborating with AI researchers with the fundamentals of the field and a common vocabulary to facilitate communication across medical and AI experts.
AI-Based Medicine Technical Expertise	UF College of Medicine	8 hours	This course explores the history of Python and offers lessons that will help you set up and program in Python using Jupyter. By the end of this course, you will have the knowledge base and tools to start your Python programming journey into whatever line of research inquiry you have.
(Coming Soon) AI Passport for Health	UF College of Medicine	12 hours	AI Passport for Health is an open, scalable training program designed as a digital learning community for healthcare professionals. Participants engage with AI faculty, coaches, and mentors to acquire skills for integrating AI into their research.

Schedule

Tuesday, August 13, 2024

Time	Session
9:00 - 9:30	Introduction
9:30 - 10:30	Intro to AI & Machine Learning
10:30 - 11:00	Computing Environment Setup
11:00 - 11:15	Break
11:15 - 12:00	Notebook: Introduction to Python
12:00 - 1:00	Working Lunch, Notebook: Biomedical Data Analysis
1:00 - 2:00	Notebook: Machine Learning for Health
2:00 - 2:15	Break
2:15 - 3:00	Notebook: Deep Learning
3:00 - 3:15	Break
3:15 - 4:00	Notebook: Ethics of AI for Health

Wednesday, August 14, 2024

Time	Session
1:00pm - 5:00pm	NVIDIA DLI: Prompt Engineering with Llama 3.1 (UF Research Computing)