Weekly Digest DATA SCIENCE...

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The full version is always published Monday. Starred articles or sections are new additions or updated content, posted between Thursday and Sunday. Announcement What are 3 essential metrics that should underlie every predictive workforce assignment? Join Predictive Analytics World for Workforce (March 31 - April 1) to learn how American Savings Bank, Pfizer, ABN AMRO, Walmart & more innovative employers, consultants, and vendors take full advantage of analytics to empower workforce productivity. Innovators proactively solve workforce challenges while laggards wait. Which are you? Featured Big Data: The 4 Layers Everyone Must Know * - By Bernard Marr Growth in Insights vs. Growth in Big Data * Random Walks or Fractal Matters * PythoneeR * A solution for classification rules management toward actionable analytics * 10 Modern Statistical Concepts Discovered by Data Scientists * Data Scientists: Where do you all live? * Big Data, a promised land where the Big Bucks grow * Understanding the Now - The Role of Data in Adaptive Organizations * Framing Ambiguity, Incentives, and Actions * What is big data - Infographics by Bernard Marr  Discovering the relationship of the G20 members using Data Mining  Experiments of Deep Learning with [h2o] package on R  5 Big Security Trends That Today’s Tech Users Need to Watch  Defense Against the Dark Arts: Data Science 3Vs? 4Vs?  My Introduction to the Data Science Central Community  Top Mistakes Developers Make When Using Python for Big Data Analytics  Practical Data Science in Python: Guidebook  In-Memory Technology’s Petabyte-Sized Headache  On Synchronicity and Decision Making  Social Construction of Technical Trading Data  Most popular data science keywords on DSC  Data Scientist Shares his Growth Hacking Secrets + Big Data: What Are The Key Jobs and Salaries Available?  News, Events, Books, Training, Forum Questions Upcoming DSC Webinar: Sponsored by Hortonworks  New Data Science Jobs * Data Lakes, Reservoirs, and Swamps: A Data Science and Engineering Perspective * - Webinar Predictive Analytics – Rethinking how you process your Big Data * - Webinar Do all credit card accounts eventually die from fraud? * Big Data Innovation Summit * Event: Big Data Analytics for Alpha, Smart Beta and Risk Management * Teradata Loom, QueryGrid, and Optimizing Hadoop - Webinar Think Big – Join our Big Data Team - Teradata Online Courses to Freshen Up Your Knowledge of Big Data  40+ Interviews on Data Science Industry  Awesome Data Science Repository Predictive Analytics World for Business – Chicago 2015  Question: Universal Control Group for marketing campaigns  Journal: Data Mining and Knowledge Discovery  Why We Should Be Openly Sharing Our Personal Data  Picture of the Week Source: Data Scientist Shares his Growth Hacking Secrets (about @AnalyticBridge)

On DSC Channels Structuredness coefficient to find patterns and associations | DataViz  Bottom line on Data Visualization | DataViz  New in Plotly: Interactive Graphs with IPython | DataViz  Real Time Spatial Analytics Using AWS Cloud Search | Data Plumbing  MapReduce / Map Reduction Strategies Using C# | Data Plumbing  Basic Understanding of Big Data. What is this and How it is going to solve complex problems | Data Plumbing  Hadoop as a Data Management Hub | Hadoop360  Rapid hadoop development with progressive testing | Hadoop360  20 Big Data Repositories You Should Check Out | BigDataNews  Members of the Week These profiles are randomly selected among our active and new members. To be selected, you need to have a profile with short bio. It helps to post a blog, or share / comment contributions from other members. Robert Dayton - EVP, Mindstream Analytics  Jack Mardack - Chartcube.com  Martyn Jones - Executive Management  Chris Diehl - Principal Data Scientist, Jive Software  Takashi J. Ozaki - PhD Data Scientist  Randall Shane - Subject Matter Expert  Jude Calvillo - Behavioral Sciences, Start-up Co-Founder  Ethan Harvell - Book Author  Matthew Napleton - Director of Marketing, Zizo  Nuno Fernandes - Advisory Board, Cryptor Tust Inc.  Leandro Guerra - Data Analyst, Experian  Bekzod Suvankulov - Graduate Student, Data Analysis  Resources Data Science Cheat Sheet What is big data? Data science webinars Data science research center Machine learning, data sets, R, Python Data Science and Analytics Jobs