PPT-Class Competition: Netflix data

Statistical Learning Course Prof Saharon Rosset January 2015 Keren Levinstein Hallak Overall Linear regression with Ridge regularization Main steps Matrix completion Dates insight. 1) New Paths to New Machine Learning Science. 2) How an Unruly Mob Almost Stole. the Grand Prize at the Last Moment. Jeff Howbert. February. . 6. , 2012. Netflix Viewing Recommendations. Recommender Systems. The Emergence of . Data-Driven . Video. Jason C. H. Chen, Ph.D.. Professor of MIS. School of Business Administration. Gonzaga University. Spokane, WA . 99258. chen@jepson.gonzaga.edu. The Case. Learning Objective. The Emergence of Data-Driven . Video. (for Taiwan). Jason C. H. Chen, Ph.D.. Professor of MIS. School of Business Administration. Gonzaga University. Spokane, WA . 99258. chen@jepson.gonzaga.edu. The Case. Extensions: . A . Language-Based . Approach. Ben Livshits. Microsoft Research. Redmond, Washington. 2. RePriv. Verifiably. secure extensions. Language-based foundations. Provide missing functionality. : . Act II: Netflix and the Shift from Mailing Atoms to Streaming Bits. . Person 1: . Atoms to Bits, . Qwikster. Debacle, Content Acquisition. . Person 2 :. Exclusives and Original Content, Disintermediation and . Reinvented HR. Based on the article by Patty McCord, . Harvard Business Review, . January–February 2014. 2. 3. Stellar talent has led . to . stellar success. .. “I’d rather work by myself than with . AlgoritHm. Online Recommendations. Motivation. It is now common to get “personal recommendations” when we visit a website.. News articles. Product recommendations. Advertisements. Why ?. Unlike paper newspapers or brick and mortar stores, there is no limit [in terms of space/inventory] what can be shown or sold on a web-site... By Patty McCord. Presented by: Maryam Halimi. Background. 1997. 1999. 2006. 2007. 2011. 2013. 2014. 2017. Founded in 1997 by Reed Hastings and Marc Rudolph as a way to rent movies online. Background. Reinvented HR. Based on the article by Patty McCord, . Harvard Business Review, . January–February 2014. 2. 3. Stellar talent has led . to . stellar success. .. “I’d rather work by myself than with . Netflix was founded in 1997 in Scotts Valley, California by Reed Hastings and Marc Randolph. Specializes in DVD rental by mail and streaming media with monthly membership fees. Available in over 190 countries. The Emergence of Data-Driven . Video. (for Taiwan). Jason C. H. Chen, Ph.D.. Professor of MIS. School of Business Administration. Gonzaga University. Spokane, WA . 99258. chen@jepson.gonzaga.edu. The Case. GROUP #9. What is Netflix?. Netflix is . the world’s largest online DVD movie rental service provider. Around . 26,000,000 . members access to more than 100,000 titles. . http://www.youtube.com/watch?v=W3mIZMwnX6k. Moni. Naor. Weizmann Institute of Science. The Brussels Privacy . Symposium. November 8. th. 2016. What is Differential Privacy. Differential Privacy is a concept . Motivation. Rigorous mathematical definition. 1) New Paths to New Machine Learning Science. 2) How an Unruly Mob Almost Stole. the Grand Prize at the Last Moment. Jeff Howbert. University of Washington. February 4, 2014. Netflix Viewing Recommendations.