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Stanford Online · Education

Stanford Online

You can gain access to a world of education through Stanford Online, the Stanford School of Engineering’s portal for academic and professional education offered by schools and units throughout Stanford University. https://online.stanford.edu/ Our robust catalog of degree programs, credit-bearing education, professional certificate programs, and free and open content is developed by Stanford faculty, enabling you to expand your knowledge, advance your career, and enhance your life. Stanford Online is operated and managed by the Stanford Engineering Center for Global & Online Education (CGOE). CGOE expands access to Stanford teaching and research, working in collaboration with faculty in the School of Engineering and throughout Stanford University to design and deliver extensive global, online, and enterprise education to a global audience.

Episodes

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Stanford XCS224U: Natural Language Understanding I Course Overview, Part 2 I Spring 2023

17 Aug 2023
1h 17m
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Stanford XCS224U: NLU I Intro & Evolution of Natural Language Understanding, Pt. 1 I Spring 2023

17 Aug 2023
1h 13m
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Stanford CS229 I Basic concepts in RL, Value iteration, Policy iteration I 2022 I Lecture 17

17 Aug 2023
1h 30m
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Stanford CS229 Machine Learning I Self-supervised learning I 2022 I Lecture 16

16 Aug 2023
1h 23m
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Stanford CS229 Machine Learning I PCA/ICA I 2022 I Lecture 15

15 Aug 2023
1h 16m
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Stanford CS229 Machine Learning I Factor Analysis/PCA I 2022 I Lecture 14

14 Aug 2023
1h 29m
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Stanford CS229 Machine Learning I GMM (EM) I 2022 I Lecture 13

13 Aug 2023
1h 27m
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Stanford CS229 I K-Means, GMM (non EM), Expectation Maximization I 2022 I Lecture 12

12 Aug 2023
1h 26m
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Stanford CS229 Machine Learning I Feature / Model selection, ML Advice I 2022 I Lecture 11

11 Aug 2023
1h 29m
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Stanford CS229 Machine Learning I Bias - Variance, Regularization I 2022 I Lecture 10

10 Aug 2023
1h 30m
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Stanford CS229 Machine Learning I Neural Networks 2 (backprop) I 2022 I Lecture 9

09 Aug 2023
1h 29m
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Stanford CS229 Machine Learning I Neural Networks 1 I 2022 I Lecture 8

08 Aug 2023
1h 10m
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Product Management Interview Question: Market Estimation #jobinterviewquestions #stanford #business

07 Aug 2023
1m
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Stanford CS229 Machine Learning I Kernels I 2022 I Lecture 7

07 Aug 2023
1h 28m
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Stanford CS229 Machine Learning I Naive Bayes, Laplace Smoothing I 2022 I Lecture 6

06 Aug 2023
1h 23m
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Stanford CS229 Machine Learning I Gaussian discriminant analysis, Naive Bayes I 2022 I Lecture 5

05 Aug 2023
1h 28m
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Stanford CS229 Machine Learning I Exponential family, Generalized Linear Models I 2022 I Lecture 4

04 Aug 2023
1h 17m
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Stanford CS229 I Weighted Least Squares, Logistic regression, Newton's Method I 2022 I Lecture 3

03 Aug 2023
1h 12m
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Product Management: How to Answer the Top 5 Interview Questions

02 Aug 2023
5m
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Stanford CS229 Machine Learning I Supervised learning setup, LMS I 2022 I Lecture 2

02 Aug 2023
59m
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