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Week Class Date Class Activity Lesson In-Class Activity Work Due
**0** 0 Pre-course   About This Course    
**1** 1 Wed 03-Sep   About This Course    
  2 Fri 05-Sep   Introduction to Neural Data Science   Quiz 1
**2** 3 Mon 08-Sep Lab Setting Up Your Computer for Data Science Orientation to online tools  
  4 Wed 10-Sep   Variables & Assignment    
  5 Fri 12-Sep   Data Types & Conversion   Assignment 1
**3** 6 Mon 15-Sep Lab Python built-ins Tutorial  
  7 Wed 17-Sep   Lists    
  8 Fri 19-Sep   Dictionaries   Assignment 2
**4** 9 Mon 22-Sep Lab For Loops Tutorial  
  10 Wed 24-Sep   Conditionals    
  11 Fri 26-Sep   pandas DataFrames    
**5** 12 Mon 29-Sep Lab Looping Over Data Files Tutorial  
  13 Wed 01-Oct   Introduction to AI-Assisted Coding & Working With Reaction Time Data Using Copilot    
  14 Fri 03-Oct   Data Files and pandas DataFrames With Copilot   Assignment 3
**6**   Mon 06-Oct Lab Working With Multiple Data Files Using Copilot Project 1 Work/Q&A Session  
  15 Wed 08-Oct   Visualization with Matplotlib    
  16 Fri 10-Oct   Procedural versus Object-Oriented Plotting in Matplotlib    
**7** 17 Mon 13-Oct *Thanksgiving Day - University closed*      
  18 Wed 15-Oct   Subplots & Thinking About Data Types    
  19 Fri 17-Oct   Data Science Plots with Seaborn & Accessibility and Human Factors in Visualization   Project 1
**8** 20 Mon 20-Oct Lab Working with Repeated Measures Data Project team presentations  
  21 Wed 22-Oct   Data Cleaning and Outliers    
  22 Fri 24-Oct   *t* Tests   Project 1 Peer Assessment
**9** 23 Mon 27-Oct Lab Single Unit Data & Spike Trains & Introduction to Spike Train Data Tutorial  
  24 Wed 29-Oct   Ten Intensities & Heat Maps    
  25 Fri 31-Oct   Introducing Multielectrode Data & Multielectrode data in pandas   Assignment 4
**10**   Mon 03-Nov Lab Introduction to MRI Data Tutorial  
    Wed 05-Nov   Reading and Visualizing Structural Data    
    Fri 07-Nov   Working with NIfTI images    
  26 Mon 10-Nov *Study break*      
  27 Wed 12-Nov *Study break*      
  28 Fri 14-Nov *Study break*     Assignment 5
**11** 29 Mon 17-Nov Lab EEG Data: First sections including MNE-Python Tutorial  
  30 Wed 19-Nov   ERP Preprocessing    
  31 Fri 21-Nov   ERP Visualization & Analysis    
**12** 32 Mon 24-Nov Lab Machine Learning Tutorial  
  33 Wed 26-Nov   ML 2    
  34 Fri 28-Nov   ML 3    
**13** 35 Mon 01-Dec Lab   Project 2 Work/Q&A Session Project 2
    Wed 03-Dec Lab   Project 2 Team Presentations  
    Fri 05-Dec Exam period begins     Project 2 Peer Assessment