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Schedule

Fall 2022-23

Note: This is an independent study course. Dates for Lessons and DataCamp assignments are only guidelines. Dates for assignments should be considered fixed.

Week Class Date Lesson DataCamp Work Due
0 0 pre-course About This Course    
1 1 Wed 07-Sep Getting Started    
  2 Fri 09-Sep Variables & Assignment Intro Python, Ch. 1  
2 3 Mon 12-Sep Data Types & Conversion Intro Python, chs. 2-3  
  4 Wed 14-Sep Python built-ins   Assignment 1
  5 Fri 16-Sep Lists Data Types ch. 1-2  
3 6 Mon 19-Sep Dictionaries    
  7 Wed 21-Sep For Loops Int. Python ch. 2-5 Assignment 2
  8 Fri 23-Sep Conditionals    
4 9 Mon 26-Sep pandas DataFrames Data Manip w pandas  
  10 Wed 28-Sep Looping Over Data Files    
  11 Fri 30-Sep Visualization with Matplotlib    
5 12 Mon 03-Oct Procedural versus Object-Oriented Plotting in Matplotlib EDA in Python Assignment 3
  13 Wed 05-Oct Subplots & Thinking About Data Types    
  14 Fri 07-Oct Seaborn & Human Factors in Visualization    
6   Mon 10-Oct      
  15 Wed 12-Oct Intro to EDA & Repeated Measures Data Expt Dsgn Python  
  16 Fri 14-Oct Data Cleaning and Outliers    
7 17 Mon 17-Oct t Tests    
  18 Wed 19-Oct      
  19 Fri 21-Oct      
8 20 Mon 24-Oct Work on project 1 this week    
  21 Wed 26-Oct      
  22 Fri 28-Oct     Project 1
9 23 Mon 31-Oct Single Unit Data & Spike Trains & Introduction to Spike Train Data    
  24 Wed 02-Nov Ten Intensities & Heat Maps    
  25 Fri 04-Nov Introducing Multielectrode Data & Multielectrode data in pandas    
Reading   Mon 07-Nov      
Week   Wed 09-Nov      
    Fri 11-Nov     Assignment 4
10 26 Mon 14-Nov EEG Data: First sections including MNE-Python    
  27 Wed 16-Nov ERP Preprocessing    
  28 Fri 18-Nov ERP Visualization & Analysis    
11 29 Mon 21-Nov Neuroimaging Data (structural & functional MRI) Biomed Image Analysis  
  30 Wed 23-Nov Neuroimaging data lab    
  31 Fri 25-Nov     Assignment 5
12 32 Mon 28-Nov Machine Learning ML 4 Everyone  
  33 Wed 30-Nov Machine learning lab    
  34 Fri 02-Dec      
13 35 Mon 05-Dec      
    Wed 07-Dec      
    Sun 19-Dec     Project 2