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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 CS229M - Lecture 11: All-layer margin

21 Nov 2022
1h 29m
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Stanford CS229M - Lecture 10: Generalization bounds for deep nets

20 Nov 2022
1h 23m
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Stanford CS229M - Lecture 9: Covering number approach, Dudley Theorem

19 Nov 2022
1h 26m
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Stanford Seminar - Get in touch: Tactile perception for human-robot systems

19 Nov 2022
51m
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Stanford CS229M - Lecture 8: Refined generalization bounds for neural nets, Kernel methods

18 Nov 2022
1h 27m
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Stanford Seminar - Optimizing the Internet

17 Nov 2022
57m
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Stanford CS229M - Lecture 7: Challenges in DL theory, generalization bounds for neural nets

17 Nov 2022
1h 25m
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Stanford CS229M - Lecture 6: Margin theory and Rademacher complexity for linear models

16 Nov 2022
1h 22m
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Stanford CS229M - Lecture 5: Rademacher complexity, empirical Rademacher complexity

15 Nov 2022
1h 23m
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Stanford Seminar - Bridging AI & HCI: Incorporating Human Values into the Development of AI Tech

15 Nov 2022
1h 0m
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Stanford CS229M - Lecture 4: Advanced concentration inequalities

14 Nov 2022
1h 31m
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Stanford Seminar - Decentralized Finance (DeFi)

14 Nov 2022
38m
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Stanford CS229M - Lecture 3: Finite hypothesis class, discretizing infinite hypothesis space

13 Nov 2022
1h 14m
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Stanford CS229M - Lecture 2: Asymptotic analysis, uniform convergence, Hoeffding inequality

12 Nov 2022
1h 20m
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Stanford CS229M - Lecture 1: Overview, supervised learning, empirical risk minimization

11 Nov 2022
1h 4m
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Stanford Webinar - The Digital Future of Health

11 Nov 2022
1h 1m
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Stanford Seminar - Alphy and Alphy Reflect: creating a reflective mirror to advance women

11 Nov 2022
1h 2m
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Stanford Seminar: Social Media Scrutiny of Frontline Professionals & Implications for Accountability

09 Nov 2022
59m
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Stanford Seminar - ML Explainability Part 5 I Future of Model Understanding

06 Nov 2022
26m
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Stanford Seminar - Adaptable Robotic Manipulation Using Tactile Sensors

05 Nov 2022
41m
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