Section Resources and Schedule

List of section locations/TAs

Section AA (8:30-9:20): Minh Hoang, MGH 254

Section AB (9:30-10:20): Yuhao Wan, MGH 251

Section AC (10:30-11:20): Nicholas Neuchterlein, MGH 271

Section AD (11:30-12:20): Ege Caglar, CHL 101

Section AE (12:30-1:20): Tong Chen, ECE 125

Date	Content	Resources
9/29	Python, Probability Fundamentals	Section notes, Solutions, Python intro (notebook runnable), Python intro (html), Python slide deck
10/6	Linear Algebra and Linear Regression	Section notes, Solutions
10/13	Bias-Variance; Train-Test Split	Section notes, Solutions
10/20	Vector Calculus; MAP	Section notes, Solutions
10/27	Demonstrative Code, Convexity, Gradient Descent	Section notes, Solutions,
11/2	Midterm Review, Gradient Descent	Practice Midterm Questions, Practice Midterm Solutions, Section notes, Solutions
11/10	Kernels, PyTorch	Section notes, Solutions, PyTorch intro (notebook runnable), PyTorch intro (html)
11/17	Neural Networks	Section notes, PyTorch intro continued (notebook runnable), PyTorch intro continued (html) PyTorch neural networks (notebook runnable), PyTorch neural networks (html), Solutions
12/1	Convolutional Neural Networks, PCA and SVD	Section notes, Solutions
12/8	PCA and SVD	Section notes, Solutions