
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


Stanford CS229: Machine Learning | Summer 2019 | Lecture 3 - Probability and Statistics

Stanford CS229: Machine Learning | Summer 2019 | Lecture 2 - Matrix Calculus and Probability Theory

Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 1.3 - Choice of Graph Representation

Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 1.2 - Applications of Graph ML

Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 1.1 - Why Graphs

Stanford Webinar - How to Launch a Successful Startup

Stanford Webinar - Mastering Medical Teaching, Kelley Skeff, MD, PhD and Georgette Stratos, PhD

Stanford Seminar - Designing for Voice

Stanford Webinar - Visual Computing-Tracking the Top Trends and Opportunities

Stanford Webinar - Building Your Shield: Mapping the Cybersecurity Market, Dan Boneh & Neil Daswani

Stanford Webinar - Key Takeaways from Recent Cyberattacks with Neil Daswani

Stanford Seminar - Thesis Defense: Smart Tutoring Through Conversational Interfaces

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 19 - principal components analysis

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 18 - unsupervised learning

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 17-erm for probabilistic classif.

Stanford EE104: Intro to Machine Learning | 2020 | Lecture 16 - probabilistic classification

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 15 - multiclass classification

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 14 - Boolean classification

Stanford EE104: Introduction to Machine Learning | 2020 | Lecture 13 - erm for classifiers
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