Exploring Cpsc 340 Syllabus

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  • Feature Engineering, Gmail Priority Inbox.
  • Principal Component Analysis,
  • More Linear Classifiers, Support Vector Machines.
  • What is Machine Learning, Machine Learning, Rise of the Machines, Talking Machine Episode 1 ...
  • Nonlinear regression - Why should one learn machine learning from scratch? Essence of Linear Algebra, Matrix Differentiation, ...

In-Depth Information on Cpsc 340 Syllabus

Covers the Slides at https://ubc-cs.github.io/cpsc340/lectures/L4.pdf?raw=1 Notebook at ... Slides at https://ubc-cs.github.io/cpsc340/lectures/L8.pdf?raw=1 1st notebook at ... Robust Regression.

Probabilistic Classifiers: Conditional probability, Naive Bayes, Probabilities and Battleship https://www.cs.ubc.ca/~fwood/CS340/

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