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Invidious > Channel > Chieh Wu

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YT 30 minutes 9 seconds Chieh Wu Mathematics of Data Models: Lecture 1 ( Vector Notations and operations) YT 34 minutes 31 seconds Chieh Wu Mathematics of Data Models: Lecture 2 (Matrix Notations and Operations) YT 31 minutes 27 seconds Chieh Wu Mathematics of Data Models: Lecture 3 (Gaussian Elimination)

YT 29 minutes 51 seconds Chieh Wu Mathematics of data models: Lecture 4 (RREF continuation) YT 29 minutes 4 seconds Chieh Wu Mathematics of Data Models: Lecture 5 (basic norms) YT 28 minutes 43 seconds Chieh Wu Mathematics of data models: Lecture 6 Part 1 (Matrix is a function for vectors)

YT 35 minutes 31 seconds Chieh Wu Mathematics of data models: Lecture 6 Part 2 (Treating matrix like numbers, finding the inverse) YT 40 minutes 30 seconds Chieh Wu Mathematics of Data Models: Lecture 7 (Row, Column, Null Spaces) YT 41 minutes 5 seconds Chieh Wu Mathematics of Data Models: Lecture 8 (linear dependence)

YT 54 minutes 56 seconds Chieh Wu Mathematics of Data Models: Lecture 9 (Projection) YT 34 minutes 14 seconds Chieh Wu Mathematics of data models: Lecture 10 (Determinants, Frobenius Norm, Eigenvalues, Vectors) YT 19 minutes 17 seconds Chieh Wu 18 Part 4 Example of finding eigenvalue and vectors

YT 37 minutes 40 seconds Chieh Wu Mathematics of data models: Lecture 11 (SVD) YT 33 minutes 12 seconds Chieh Wu Mathematics of data models: Lecture 12 (PD, PSD, Pseudo Inverse, Linear Polynomial Regression) YT 33 minutes 12 seconds Chieh Wu Mathematics of data models: Lecture 13 (Linear algebra operations normally not taught)

YT 30 minutes 43 seconds Chieh Wu Mathematics of data models: Lecture 14 (Gradient Descent) YT 45 minutes 24 seconds Chieh Wu Mathematics of data models: Lecture 15 (pdf/pmf, joint-distribution,conditional,marginal,Bayes rule) YT 31 minutes 50 seconds Chieh Wu Mathematics of data models: Lecture 16 (expectation, variance, histograms)

YT 43 minutes 44 seconds Chieh Wu Mathematics of data models: Lecture 17 (Recognizing the simplest and most common distributions) YT 36 minutes 28 seconds Chieh Wu Mathematics of data models: Lecture 18 (Covariance and Correlation) YT 4 minutes 13 seconds Chieh Wu Exam Practice Question with Vector Matrix Operations

YT 3 minutes 47 seconds Chieh Wu Practice exam question on minimization YT 11 minutes 17 seconds Chieh Wu exam practice regression problem YT 28 minutes 23 seconds Chieh Wu Mathematics of data models: Lecture 19 Part 1 (Gaussian, Central Limit Theorem, Hypothesis Testing)

YT 29 minutes 50 seconds Chieh Wu Mathematics of data models: Lecture 19 Part 2 (Central Limit Theorem, Intro Hypothesis Testing)