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YT 7 minutes 56 seconds
Chieh Wu
Taking basic derivative
YT 3 minutes 11 seconds
Chieh Wu
Basic Integration
YT 10 minutes 28 seconds
Chieh Wu
Basic Matrix/Vector Operations
YT 4 minutes 13 seconds
Chieh Wu
Exam Practice Question with Vector Matrix Operations
YT 5 minutes 3 seconds
Chieh Wu
Norms
YT 5 minutes 5 seconds
Chieh Wu
Basic Minimization
YT 3 minutes 47 seconds
Chieh Wu
Practice exam question on minimization
YT 11 minutes 34 seconds
Chieh Wu
Derivative of Important ML objectives
YT 5 minutes 34 seconds
Chieh Wu
Solving Basic Regression by hand
YT 11 minutes 17 seconds
Chieh Wu
exam practice regression problem
YT 13 minutes 3 seconds
Chieh Wu
5. (extras) Further explain the coding portion for Gradient Descent with Regression
YT 5 minutes 2 seconds
Chieh Wu
On Gradient Descent
YT 3 minutes 13 seconds
Chieh Wu
Basic Probability Concepts
YT 3 minutes 34 seconds
Chieh Wu
Expectation and Variance
YT 3 minutes 37 seconds
Chieh Wu
Expectation and Variance P2
YT 5 minutes 56 seconds
Chieh Wu
PCA covariance matrix
YT 4 minutes 28 seconds
Chieh Wu
Example of Calculating Correlation
YT 19 minutes 17 seconds
Chieh Wu
18 Part 4 Example of finding eigenvalue and vectors
YT 5 minutes 34 seconds
Chieh Wu
Finding Eigenvalue and Eigenvectors
YT 1 second

[Private video]
YT 15 minutes 31 seconds
Chieh Wu
13 (Extras) Practice Question Example for Information/Entropy/KL Divergence
YT 2 minutes 34 seconds
Chieh Wu
Question on finding E[X] via integration
YT 7 minutes 18 seconds
Chieh Wu
Question using Bayes' Rule
YT 4 minutes 2 seconds
Chieh Wu
Derivative of PCA objective