Jekyll2025-03-23T08:07:46+00:00http://micahcarroll.github.io/feed.xmlMicah CarrollMachine Learning and Convex Optimization Class Notes2018-07-18T02:10:31+00:002018-07-18T02:10:31+00:00http://micahcarroll.github.io/learning/2018/07/18/class-notesSome review notes that I found useful in making connections between ideas in a couple of college classes:

  • CS 189 (Spring 2018, Prof. Sahai)
  • EE 127 (Spring 2018, Prof. El Ghaoui)
]]>Summer 2018 - CS 188 Discussion Section2018-07-12T02:42:31+00:002018-07-12T02:42:31+00:00http://micahcarroll.github.io/teaching/2018/07/12/CS188Please fill out this anonymous feedback form, anytime during the semester (even multiple times).

Section Notes

If you find any typos or have additional questions, don’t hesitate to reach out at mdc@berkeley.edu.

Date Topic Notes
July 2 Policy Iteration + Reinforcement Learning link (unpolished)
July 9 Approximate Q Learning & Probability link
July 11 Conditional Independence and D-separation link
July 18 Variable Elimination and Sampling link
July 23 Decision Networks, VPI, and HHM link
July 25 Particle Filtering and Naive Bayes link
July 30 Perceptrons, MLE, and Neural Nets link
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