Note: Schedule is subject to change. The course MS Teams site is the official source for due dates for all assessments and evaluations.
| Week | Class | Date | Class Activity | Lesson | DataCamp | Work Due |
|---|---|---|---|---|---|---|
| 0 | 0 | pre-course | About This Course | |||
| 1 | 1 | Wed 08-Sep | First class - in-person w. recorded livestream | Getting Started | ||
| 2 | Fri 10-Sep | Variables & Assignment | Intro Python, Ch. 1 | Assignment 1 | ||
| 2 | 3 | Mon 13-Sep | Data Types & Conversion | Intro Python, chs. 2-3 | Self-Assessment 1 | |
| 4 | Wed 15-Sep | Lab | Python built-ins | |||
| 5 | Fri 17-Sep | Lists | Data Types ch. 1-2 | |||
| 3 | 6 | Mon 20-Sep | Dictionaries | Assignment 2 | ||
| 7 | Wed 22-Sep | Lab | For Loops | Int. Python ch. 2-5 | ||
| 8 | Fri 24-Sep | Conditionals | ||||
| 4 | 9 | Mon 27-Sep | pandas DataFrames | Data Manip w pandas | Self-Assessment 2 | |
| 10 | Wed 29-Sep | Lab | Looping Over Data Files | |||
| 11 | Fri 01-Oct | Visualization with Matplotlib | Demo 1 | |||
| 5 | 12 | Mon 04-Oct | Procedural versus Object-Oriented Plotting in Matplotlib | EDA in Python | Assignment 3 | |
| 13 | Wed 06-Oct | Lab | Subplots & Thinking About Data Types | |||
| 14 | Fri 08-Oct | Seaborn & Human Factors in Visualization | ||||
| 6 | Mon 11-Oct | Thanksgiving Day - University closed | Self-Assessment 3 | |||
| 15 | Wed 13-Oct | Lab | Intro to EDA & Repeated Measures Data | Expt Dsgn Python | ||
| 16 | Fri 15-Oct | Data Cleaning and Outliers | ||||
| 7 | 17 | Mon 18-Oct | t Tests | |||
| 18 | Wed 20-Oct | Lab | Project 1 work / question time (in person and on Teams) | |||
| 19 | Fri 22-Oct | |||||
| 8 | 20 | Mon 25-Oct | Work on project 1 this week | Self-Assessment 4; Project 1 peer assessment | ||
| 21 | Wed 27-Oct | Lab | Project 1 work / question time (in person and on Teams) | |||
| 22 | Fri 29-Oct | |||||
| 9 | 23 | Mon 01-Nov | Single Unit Data & Spike Trains & Introduction to Spike Train Data | Project 1 | ||
| 24 | Wed 03-Nov | Lab | Ten Intensities & Heat Maps | |||
| 25 | Fri 05-Nov | Introducing Multielectrode Data & Multielectrode data in pandas | Demo 2 | |||
| Mon 08-Nov | Study break | Self-Assessment 5 | ||||
| Wed 10-Nov | Study break | |||||
| Fri 12-Nov | Study break | |||||
| 10 | 26 | Mon 15-Nov | EEG Data: First sections including MNE-Python | |||
| 27 | Wed 17-Nov | Lab | ERP Preprocessing | |||
| 28 | Fri 19-Nov | ERP Visualization & Analysis | Portfolio Submission 1 | |||
| 11 | 29 | Mon 22-Nov | Neuroimaging Data (structural & functional MRI) | Biomed Image Analysis | Assignment 4 | |
| 30 | Wed 24-Nov | Lab | Neuroimaging data lab | Self-Assessment 6 | ||
| 31 | Fri 26-Nov | |||||
| 12 | 32 | Mon 29-Nov | Machine Learning | ML 4 Everyone | Demo 3 | |
| 33 | Wed 01-Dec | Lab | Machine learning lab | |||
| 34 | Fri 03-Dec | |||||
| 13 | 35 | Mon 06-Dec | Self-Assessment 7 | |||
| Wed 08-Dec | Term is over! | Assignment 5 | ||||
| Sun 19-Dec | Project 2 | |||||
| Wed 22-Dec | Portfolio Submission 2 | |||||
| Thu 23-Dec | Project 2 Peer Assessment |