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Last Updated: October 14, 2026
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by Patrick Crutchley, World Well-Being Project Penn Positive Psychology Center. Lecture 8 from my Applied Metrics PhD Course. Materials here: github.com/paulgp/applied-methods-phd/tree/main/lectures ... This lecture provides the theoretical background of This is a presentation from Session 2 of the 'A day with… Statistical Methods Group' event held on May 11, 2021. This video is part of an online course, Intro to Machine Learning. the course here: ... Chapters: 0:00 Road map 1:19 Motivation: why do we need regularization? 7:04 What is norm? L1 and L2 norm. 11:09 ... Speaker: Hanzhong Liu, Tsinghua Title:
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