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Invidious > Channel > Chieh Wu

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YT 4 minutes 3 seconds 14 views Shared 1 day ago Chieh Wu Notebook and a Plan YT 3 minutes 13 seconds 13 views Shared 1 day ago Chieh Wu L1 and L2 of coffee YT 3 minutes 1 second 8 views Shared 1 day ago Chieh Wu Optimization on Our minds

YT 4 minutes 2 seconds 8 views Shared 1 day ago Chieh Wu Derivative of PCA objective YT 7 minutes 18 seconds 11 views Shared 1 week ago Chieh Wu Question using Bayes' Rule YT 2 minutes 34 seconds 14 views Shared 1 week ago Chieh Wu Question on finding E[X] via integration

YT 11 minutes 59 seconds 55 views Shared 3 weeks ago Chieh Wu 21. Intro to Neural Networks, MLP system YT 10 minutes 38 seconds 18 views Shared 3 weeks ago Chieh Wu 20. K-means, Agglomerative, Spectral Clustering YT 13 minutes 52 seconds 22 views Shared 4 weeks ago Chieh Wu 19. Linear Discriminant Analysis (LDA)

YT 13 minutes 2 seconds 19 views Shared 4 weeks ago Chieh Wu 18. Principal Component Analysis ( PCA ) YT 8 minutes 45 seconds 11 views Shared 4 weeks ago Chieh Wu 17. Covariance Corr NMI YT 3 minutes 1 second 54 views Shared 4 weeks ago Chieh Wu Lecture Example 3: sampling from p(x| U are in love with Prof. Wu and use the lyrics from example 2)

YT 3 minutes 28 seconds 20 views Shared 4 weeks ago Chieh Wu Lecture Example 2: sampling from p(x| "in love with Prof. Wu") YT 2 minutes 16 seconds 25 views Shared 4 weeks ago Chieh Wu Lecture Example 1: sampling from p(x|"in love with prof wu") YT 2 minutes 44 seconds 6 views Shared 4 weeks ago Chieh Wu Learning Machines (Phil and Emily)

YT 2 minutes 37 seconds 90 views Shared 4 weeks ago Chieh Wu Math Crusaders: DS4400 Theme Song (Lyrics by Phil, Voice by Emily) YT 10 minutes 52 seconds 16 views Shared 4 weeks ago Chieh Wu 16. Decision Trees YT 9 minutes 43 seconds 11 views Shared 4 weeks ago Chieh Wu 15. Support Vector Machine ( SVM )

YT 9 minutes 39 seconds 10 views Shared 4 weeks ago Chieh Wu 14. Logistic Regression YT 7 minutes 52 seconds 25 views Shared 4 weeks ago Chieh Wu 13. Understanding Information theory YT 9 minutes 54 seconds 7 views Shared 1 month ago Chieh Wu 12. Inversion, Rejection, Importance, KDE Sampling

YT 11 minutes 21 seconds 27 views Shared 1 month ago Chieh Wu 11. Maximum Likelihood (MLE) and Kernel Density Estimation (KDE) YT 10 minutes 32 seconds 10 views Shared 1 month ago Chieh Wu 10. Recognizing the most common Distributions YT 10 minutes 45 seconds 10 views Shared 1 month ago Chieh Wu 9. LASSO, Ridge Regression, and Elastic Net Regularization

YT 2 minutes 32 seconds 120 views Shared 1 month ago Chieh Wu Theme Song (Lyrics by Phil and Voice by Emily) YT 11 minutes 31 seconds 9 views Shared 1 month ago Chieh Wu 8. The lecture on Expectation Variance YT 11 minutes 50 seconds 15 views Shared 1 month ago Chieh Wu 7. Review of Probability Concepts

YT 10 minutes 56 seconds 9 views Shared 1 month ago Chieh Wu 6. Data Preprocessing and Intro to regression YT 9 minutes 42 seconds 16 views Shared 1 month ago Chieh Wu 3. L1, L2, L-infinity norms YT 10 minutes 24 seconds 47 views Shared 1 month ago Chieh Wu 5. Gradient Descent Vs Closed form explained

YT 13 minutes 56 seconds 35 views Shared 1 month ago Chieh Wu 4. Matrix and Vector calculus YT 14 minutes 52 seconds 18 views Shared 1 month ago Chieh Wu 2. Review of Vector Matrices operations YT 10 minutes 28 seconds 67 views Shared 1 month ago Chieh Wu 1. Review of Calculus

YT 26 minutes 41 seconds 63 views Shared 2 months ago Chieh Wu 19 LDA eigendecomposition perspective YT 40 minutes 10 seconds 93 views Shared 2 months ago Chieh Wu 18 PCA (The Variance Perspective) YT 26 minutes 21 seconds 41 views Shared 2 months ago Chieh Wu 17 Covariance, Correlation, NMI

YT 10 minutes 56 seconds 337 views Shared 2 months ago Chieh Wu How to Minimizing the PCA objective YT 22 minutes 47 seconds 111 views Shared 2 months ago Chieh Wu 16 Decision Tree, Boosting, Random Forest YT 45 minutes 41 seconds 127 views Shared 2 months ago Chieh Wu 15 Support Vector Machine SVM

YT 22 minutes 8 seconds 132 views Shared 2 months ago Chieh Wu 14 Classification with KNN and Logistic Regression YT 28 minutes 18 seconds 111 views Shared 3 months ago Chieh Wu 13 Information Theory, information, entropy, cross entropy, KL divergence, Mutual Information YT 19 minutes 40 seconds 132 views Shared 3 months ago Chieh Wu 11 Part 2 Maximization Tricks with MLE and KDE

YT 53 minutes 23 seconds 213 views Shared 3 months ago Chieh Wu 12 Inversion, Importance, Rejection, KDE Sampling YT 16 minutes 8 seconds 157 views Shared 3 months ago Chieh Wu 11 Part 1 Maximum Likelihood YT 25 minutes 6 seconds 149 views Shared 3 months ago Chieh Wu 10 Recognizing the most commonly used distributions

YT 27 minutes 39 seconds 132 views Shared 3 months ago Chieh Wu 9 Regularization, Lasso Ridge, Elastic Net YT 20 minutes 5 seconds 99 views Shared 3 months ago Chieh Wu 8 Part 2 Variance, Bias Variance TradeOff, Train Test Validate Split YT 14 minutes 19 seconds 121 views Shared 3 months ago Chieh Wu 8 Part 1 Law of Large Numbers, Expectation

YT 44 minutes 27 seconds 142 views Shared 3 months ago Chieh Wu 7 Review of Probability concepts and notations YT 30 minutes 14 seconds 168 views Shared 4 months ago Chieh Wu 6 Preprocessing, Closed form solution, Multivariate Regression YT 27 minutes 10 seconds 196 views Shared 4 months ago Chieh Wu 5 Part 2 Single input regression

YT 18 minutes 3 seconds 261 views Shared 4 months ago Chieh Wu 5 Part 1, Optimization YT 29 minutes 54 seconds 233 views Shared 4 months ago Chieh Wu 4 Part 2 Matrix Vector Calculus and notations YT 38 minutes 14 seconds 46 views Shared 4 months ago Chieh Wu 4. Part 2 Matrix Vector Calculus and notations

YT 20 minutes 58 seconds 257 views Shared 4 months ago Chieh Wu 4. Part 1 Matrix Vector Calculus and notations YT 15 minutes 38 seconds 318 views Shared 4 months ago Chieh Wu 3 norms (L1, L2, L-infinity) YT 6 minutes 55 seconds 215 views Shared 4 months ago Chieh Wu 1.1 Reivew of Derivatives Example problem

YT 31 minutes 55 seconds 249 views Shared 4 months ago Chieh Wu 2 Review of basic notations, matrix vector operations YT 56 minutes 9 seconds 455 views Shared 4 months ago Chieh Wu 1 Review of functions and derivatives, and Integrals YT 11 minutes 3 seconds 419 views Shared 5 months ago Chieh Wu Question on Basic Neural Networks