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pre-course |
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About This Course |
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1 |
Wed 03-Sep |
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About This Course |
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2 |
Fri 05-Sep |
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Introduction to Neural Data Science |
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Quiz 1 |
| 2 |
3 |
Mon 08-Sep |
Lab |
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Orientation to online tools |
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4 |
Wed 10-Sep |
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Variables & Assignment |
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Assignment 1 |
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5 |
Fri 12-Sep |
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Data Types & Conversion |
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6 |
Mon 15-Sep |
Lab |
Python built-ins |
Tutorial |
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7 |
Wed 17-Sep |
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Lists |
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8 |
Fri 19-Sep |
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Dictionaries |
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Assignment 2 (basic Python) |
| 4 |
9 |
Mon 22-Sep |
Lab |
For Loops |
Tutorial |
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10 |
Wed 24-Sep |
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Conditionals |
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11 |
Fri 26-Sep |
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pandas DataFrames |
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| 5 |
12 |
Mon 29-Sep |
Lab |
Looping Over Data Files |
Tutorial |
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13 |
Wed 01-Oct |
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AI-Assisted Coding |
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14 |
Fri 03-Oct |
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more ai coding |
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Assignment 3 (AI-assisteed coding) |
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Mon 06-Oct |
Thanksgiving Day - University closed |
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15 |
Wed 08-Oct |
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Visualization with Matplotlib |
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16 |
Fri 10-Oct |
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Procedural versus Object-Oriented Plotting in Matplotlib |
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17 |
Mon 13-Oct |
Lab |
Subplots & Thinking About Data Types |
Tutorial |
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18 |
Wed 15-Oct |
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Seaborn & Human Factors in Visualization |
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19 |
Fri 17-Oct |
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Intro to EDA & Repeated Measures Data |
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Project 1 |
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20 |
Mon 20-Oct |
Lab |
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Project team presentations |
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21 |
Wed 22-Oct |
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Data Cleaning and Outliers |
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22 |
Fri 24-Oct |
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t Tests |
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23 |
Mon 27-Oct |
Lab |
Single Unit Data & Spike Trains & Introduction to Spike Train Data |
Tutorial |
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24 |
Wed 29-Oct |
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Ten Intensities & Heat Maps |
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25 |
Fri 31-Oct |
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Introducing Multielectrode Data & Multielectrode data in pandas |
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Assignment 4 |
| 10 |
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Mon 03-Nov |
Lab |
Neuroimaging Data (structural & functional MRI) |
Tutorial |
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Wed 05-Nov |
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More neuroimaging content! |
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Fri 07-Nov |
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More neuroimaging content! |
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26 |
Mon 10-Nov |
Study break |
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27 |
Wed 12-Nov |
Study break |
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28 |
Fri 14-Nov |
Study break |
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Assignment 5 |
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29 |
Mon 17-Nov |
Lab |
EEG Data: First sections including MNE-Python |
Tutorial |
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30 |
Wed 19-Nov |
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ERP Preprocessing |
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31 |
Fri 21-Nov |
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ERP Visualization & Analysis |
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32 |
Mon 24-Nov |
Lab |
Machine Learning |
Tutorial |
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33 |
Wed 26-Nov |
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ML 2 |
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34 |
Fri 28-Nov |
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ML3 |
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35 |
Mon 01-Dec |
Lab |
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Project 2 work/Q&A session |
Project 2 |
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Wed 03-Dec |
Lab |
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Project 2 team presentations |
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Fri 05-Dec |
Exam period begins |
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Project 2 Peer Assessment |