Video description
The torrent of data from devices, data centers, and factories poses unique challenges to data scientists and engineers. In this O’Reilly video collection, you’ll learn ways to harness the flood of information from the Internet of Things by finding underlying patterns, hidden anomalies, and powerful correlations at massive scale. Each video segment captures a presentation from the Machine Data track at the 2014 Strata Conference in Santa Clara, California.
Table of contents
-
Machine Data
- Introduction
- Machine Learning Gremlins - Ben Hamner
- Machine Learning for Machine Data - David Andrzejewski
- Driving the Future of Smart Cities - How to Beat the Traffic - Ian Huston, Alexander Kagoshima, and Noelle Sio
- Big Data for Big Power: Smart Meters Smart Grid - Brett Sargent
- Big Industrial Internet Data: Connecting and Optimizing at New Scales - Steven Gustafson, and Parag Goradia
- Big Data for Better Data Centers - Krishna Raj Raja, and Balaji Parimi
- Working With Time Series Data Using Apache Cassandra - Patrick McFadin
- How Twitter Monitors Millions of Time-series - Yann Ramin
Product information
- Title: Machine Data
- Author(s):
- Release date: June 2014
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 978149190247
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