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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