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<!doctype html>
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<title>DSC 140A</title>
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<h1>DSC 140A – Probabilistic Modeling and Machine Learning</h1>
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<h1 class="schedule-week-title-number">
This Week
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<h2 class="schedule-week-title-topic">SVMs</h2>
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Lecture 7 — SVMs
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🎞️ Slides
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Lecture 8 — Feature Maps
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🎞️ Slides
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Lab 4
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On <a href="https://www.gradescope.com/courses/936936">Gradescope</a>
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Due
Sunday, Feb 02 at 23:59 PM
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Homework 4
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<a href=materials/homeworks/04-svm_and_feature_maps/homework.pdf>Problems</a>
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<li class="schedule-resource">
<a href=materials/homeworks/04-svm_and_feature_maps/template.zip>LaTeX template</a>
(<a href="https://youtu.be/Dq9ldNPXrM0">?</a>)
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Due
Wednesday, Feb 05 at 23:59 PM
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past weeks
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<h1 class="schedule-week-title-number">
Week 3
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<h2 class="schedule-week-title-topic">Linear Classification</h2>
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Lecture 5 — Subgradients and Convexity
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Lecture 6 — Convexity and Linear Classifiers
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🎞️ Slides
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🎥 Videos
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<a href="https://youtu.be/j7cN1PMBwEg">Perceptron Loss</a>
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Lab 3
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On <a href="https://www.gradescope.com/courses/936936">Gradescope</a>
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Was due
Sunday, Jan 26 at 23:59 PM
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Homework 3
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<a href=materials/homeworks/03-convexity_and_classification/homework.pdf>Problems</a>
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<a href=materials/homeworks/03-convexity_and_classification/template.zip>LaTeX template</a>
(<a href="https://youtu.be/Dq9ldNPXrM0">?</a>)
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Was due
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Discussion 3
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<a href="materials/discussions/03-convexity/discussion.pdf">Worksheet</a>
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<a href=materials/discussions/03-convexity/solution.pdf>Solutions</a>
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