August 23, 2015
Data Science Association Announcements
See a new paper on the Evolution of Google Data Centers including four (4) new papers detailing Google's new system architectures.
Join us for the Machine Learning Symposium in Denver on September 2, 2015. Presentations:
Kush Patel: Machine Learning & Business Value
Sam Triolo: K-means Cluster Analysis to Detect Lateral Movements via Compromised Credentials
Kamal Maheshwari: Enabling Faster Time-to-Insight and Stream Processing
Michelle Archuleta: Statistical Interpretation of Inherently Structured Data
Nancy Abramson: Sankey Path Analysis of Web Button Clicks and Page Views
Michael Walker: Machine Learning Applications in the Real World
Register here. For folks unable to attend in person register and we will email you a live-stream link prior to event.
There is still time to form a team to compete or become a sponsor in the global Machine Learning Contest (Award Ceremony December 5, 2015). Contestants register here. Sponsors register here. Contest overview here.
Events:
Event: Machine Learning Symposium - Denver - September 2, 2015.
New Books from DSA Store:
New DSA Videos:
- A New Kind of Science - Computer Simulation Experiment
- The Extended Mind: Recent Experimental Evidence
New DSA Resources:
- Jupiter Rising - A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network
- Large-scale Cluster Management at Google with Borg
- BwE - Flexible, Hierarchical Bandwidth Allocation for WAN Distributed Computing
- Condor - Better Topologies Through Declarative Design
- TIMELY - RTT-based Congestion Control for the Datacenter
Data Science News Articles
- Developing and Adopting Big Data Machine Learning Practice
- Machine Learning Done Wrong
- Why Data Scientists Are Not Enough
- LeaRning Path on R - Step by Step Guide to Learn Data Science on R
- Tuning Spark Streaming for Throughput
Featured Data Science Blogs
We urge you to start your own Personal Data Science Blog. Great way to share ideas, network and demonstrate your data science acumen.
The following are featured DSA blog posts:
- Google's New Data Center Architecture
- If All Your Data is Big Data, You May Not Be a Complete Data Scientist
- Biggest Growth Drivers in Tech 2015
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