Books & Videos

Table of Contents

Introduction - Hardcore Data Science California 2015 - Ben Lorica

01m 7s

Beyond DNNs towards New Architectures for Deep Learning, with Applications to Large Vocabulary Continuous Speech Recognition - Tara Sainath

34m 4s

On the Computational and Statistical Interface and "Big Data" - Michael Jordan

48m 47s

Interpretable Machine Learning in Practice - Maya Gupta

26m 23s

Visual Understanding Beyond Naming - Alyosha Efros

36m 31s

Finding Repeated Structure in Time Series Data: Commercial and Scientific Opportunities - Eamonn Keogh

21m 24s

Tensor Methods for Large-scale Unsupervised Learning: Applications to Topic and Community Modeling - Anima Anandkumar

31m 9s

High Performance Machine Learning through Codesign and Rooflining - John Canny

31m 9s

A Quest for Visual Intelligence in Computers - Fei-Fei Li

29m 39s

Graph Mining for Log Data - David Andrzejewski

27m 58s

Why Julia's Important for Data Science - John Myles White

24m 37s

Drugs, DNA, and Dinosaurs: Building High Quality Knowledge Bases with DeepDive - Chris Re

30m 20s