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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 CS224W: Machine Learning with Graphs | 2021 | Lecture 7.2 - A Single Layer of a GNN

04 May 2021
40m
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Stanford Seminar - What is Anti-Racist Technology?

29 Apr 2021
59m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 6.3 - Deep Learning for Graphs

29 Apr 2021
35m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 6.2 - Basics of Deep Learning

29 Apr 2021
29m
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Stanford CS224W: ML with Graphs | 2021 | Lecture 6.1 - Introduction to Graph Neural Networks

29 Apr 2021
10m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 5.3 - Collective Classification

27 Apr 2021
24m
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Stanford CS224W: ML with Graphs | 2021 | Lecture 5.2 - Relational and Iterative Classification

27 Apr 2021
29m
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Stanford CS224W: ML with Graphs | 2021 | Lecture 5.1 - Message passing and Node Classification

27 Apr 2021
18m
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Stanford CS224W: ML with Graphs | 2021 | Lecture 4.4 - Matrix Factorization and Node Embeddings

22 Apr 2021
12m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 4.3 - Random Walk with Restarts

22 Apr 2021
13m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 4.2 - PageRank: How to Solve?

22 Apr 2021
20m
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Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 4.1 - PageRank

22 Apr 2021
27m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 23 - Course Recap and Wrap Up

21 Apr 2021
1h 48m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 22 - Practical Tips and Course Recap

21 Apr 2021
1h 55m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 21 - Evaluation Metrics

21 Apr 2021
1h 46m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 19 - Maximum Entropy and Calibration

21 Apr 2021
1h 52m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 18 - Principal & Independent CA

20 Apr 2021
1h 53m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 17 - Factor Analysis & ELBO

20 Apr 2021
1h 52m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 13-Statistical Learning Uniform Convergence

20 Apr 2021
1h 55m
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Stanford CS229: Machine Learning | Summer 2019 | Lecture 15 - Reinforcement Learning - II

20 Apr 2021
1h 52m
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