Schedule
required readings are indicated; others are optional.
If a required reading is posted at least 60 hours in advance and associated
with a response form, you should to do it and respond before class.
Otherwise, read on your own time, preferably not too long after the date.
Required readings are valuable supplements to lectures,
so it's in your best interest to look at them.
Lecture slides are more outlines or props than detailed references.
Bring laptops to class when indicated.
| Legend: Assignment Due Assignment Out Final Project Milestone Due Quiz | |
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Thu, Jan 26 Survey due PS0 out |
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Mon, Jan 30 Vector Spaces, K Nearest Neighbors PS0 out PS1 out |
Thu, Feb 02 Python Review, kNN wrap-up laptops
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Mon, Feb 06 |
Thu, Feb 09 :: Add deadline tomorrow Snow day PS1 due PS2 out |
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Mon, Feb 13
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Thu, Feb 16 Feature Scaling, Logistic Regression laptops PS2 due |
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Tue, Feb 21 :: Monday schedule In-Class Quiz 1 PS3 out Quiz 1 Solutions |
Thu, Feb 23 :: Drop deadline tomorrow
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Mon, Feb 27 Regularization, Multinomial LR, Text Features, Recommender Systems |
Thu, Mar 02 PS3 due PS4 out |
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Mon, Mar 06 Feature Bake-Off, Clustering laptops
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Thu, Mar 09 Clustering, Dimensionality Reduction PS4 due |
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Mon, Mar 13
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Thu, Mar 16 |
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Mon, Mar 20 |
Thu, Mar 23 Milestone 1 due |
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Mon, Mar 27 Spring break |
Thu, Mar 30 Spring break |
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Mon, Apr 03 PS5 out |
Thu, Apr 06 Neural Networks: Backpropagation
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Mon, Apr 10 Backpropagation Wrap-Up, Adversarial Inputs PS5 Part A checkpoint |
Thu, Apr 13 Neural Networks: Keras and CNNs PS5 due |
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Mon, Apr 17 Patriot's Day PS6 out |
Thu, Apr 20 Neural Network Sequence Models Milestone 3 due |
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Mon, Apr 23 |
Thu, Apr 27 Generative Models, Naive Bayes PS6 due |
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Mon, May 01 Project Hack Hour and Quiz In-Class Quiz 3 (on PS5 and PS6) |
Thu, May 04 Project Hack Hour |
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Mon, May 08 Reading Period |
Thu, May 11 Finals Milestone 4 due |
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Mon, May 15 Finals Final project due |
Thu, May 18 |