2014
O'Reilly Media
6:49
English

Welcome to the leading edge of data science, where new architectures and techniques for harnessing, analyzing, and exploring vast troves of information are being built and tested. In this O’Reilly video collection, you’ll learn about recent advancements in data management, machine learning, natural language processing, crowdsourcing, and algorithm design from 11 data experts. Each video segment captures a presentation from the Hardcore Data Science track at the 2014 Strata Conference in Santa Clara, California.

Hardcore Data Science
Hardcore Data Science Opening Remarks - Ben Lorica
Extreme Machine Learning - Alexander Gray
What the #@)*$ is Big Data? A Holistic View of Data and Algorithms - Alice Zheng
Overcoming the Barriers to Production-Ready Machine-Learning Workflows - Henrik Brink, and Joshua Bloom
Anomaly Detection - Ted Dunning
Neural Networks for Machine Perception - Ilya Sutskever
The Predictive Business - Kira Radinsky
Can We Make Big Data Management Easier? - Magda Balazinska
Design Challenges for Real Predictive Platforms - Max Gasner
Machine Learning Gremlins - Ben Hamner
Algebra for Scalable Analytics - Oscar Boykin
Bonus Tracks
Thorn in the Side of Big Data: Too Few Artists - Chris Re
Movie Reconstruction from Brain Signals: "Mind-Reading" - Bin Yu

Download File Size:3.57 GB

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