Dates: August 17-18, 2023
Location: C1-121 (Biomedical Information Teaching Space), HSC Library
- Foundations of AI-Based Medicine (4-hour course). $200 registration fee is waived for bootcamp participants.
- UF Practicum AI: Introduction to Python
| Time | Session |
|---|---|
| 8:30 AM | Welcome & Setup |
| 8:45 AM | Cohort Building |
| 9:15 AM | Team Science |
| 10:30 AM | Jupyter Notebook 1: A Brief Introduction to Python |
| 11:30 AM | Jupyter Notebook 2: Biomedical Data Analysis |
| 12:30 PM | Lunch |
| 1:30 PM | Introduction to Artificial Intelligence |
| 3:00 PM | Jupyter Notebook 3: Machine Learning |
| 4:15 PM | Introduction to Deep Learning |
| 4:30 PM | Jupyter Notebook 4: Deep Learning |
NVIDIA DLI: Fundamentals of Deep Learning
| Time | Session |
|---|---|
| 8:30 AM | Introduction |
| 8:45 AM | Lecture 1: An Introduction to Deep Learning |
| 10:25 AM | Lab 1 |
| 10:50 AM | Lecture 2: How a Neural Network Trains |
| 11:10 AM | Lab 2 |
| 11:40 AM | Lecture 3: Convolutional Neural Networks |
| 12:05 PM | Lab 3 |
| 12:30 PM | Lunch |
| 1:20 PM | Lecture 4: Data Augmentation and Deployment |
| 1:40 PM | Lab 4 |
| 2:00 PM | Lecture 5: Pre-Trained Models |
| 2:15 PM | Lab 5 |
| 2:45 PM | Lecture 6: Advanced Architectures |
| 3:25 PM | Lab 6 |
| 3:55 PM | Final Project: Object Classification |
| 4:15 PM | Final Review |
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