Exploring Amat502 Lecture 1

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  • MIT 6.1200J Mathematics for Computer Science, Spring 2024 Instructor: Zachary Abel View the complete
  • Logistic regression. Review of Bayesian Inference and maximum likelihood. Importance of rescaling your data demonstrated on ...
  • More on Functions, Recursion, Strings and Lists with an application to the "Subset Sum" problem.
  • Introduction to clustering with the K-Means algorithm. Discussion of the broader problems of clustering going back to the ancient ...
  • Review of Linear Classifiers and Intro to Support Vector Machines. Separating Hyperplane Theorem, convex hulls, support ...

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Intro to the Conditionals and Loops. Intro to the Bisection Search and Follow-up on Functions, Local and Global variables.

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