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1.From The Lab to the Factory Building A Produc8on Machine Learning Infrastructure Josh Wills, Senior Director of Data Science Cloudera…
1. Searching for Similar Items in Diverse Universes Large-scale machine learning at Google Corinna Cortes Google Research [email protected] 1 2. pageMachine Learning at…
1. MLlib: Scalable Machine Learning on Spark Xiangrui Meng 1 Collaborators: Ameet Talwalkar, Evan Sparks, Virginia Smith, Xinghao Pan, Shivaram Venkataraman, Matei Zaharia,…
1. 1 MLConf NYC 2014 Josh Wills, Senior Director of Data Science Cloudera 2. A Little Bit About Me 2 3. An Experience I Had Recently 3 4. The Two Kinds of Data Scientists…
Review Analysis: An Approach to Leveraging User-‐Generated Content in the Context of Retail Jennifer Prendki, Principal Data Scientist…
1. Spark and GraphX in the Netflix Recommender System Ehtsham Elahi and Yves Raimond Algorithms Engineering Netflix MLconf Seattle 2015 2. Machine Learning @ Netflix 3. Introduction…
1. Smart database for next-generation applications LOGICBLOX - SIMPLIFYING YOUR DATA STACK MLConf NY, 2014.04.11 2. AREN’T THERE ENOUGH DATABASES? ©2014. LogicBlox. All…
1. ML @ Quora ML Algorithms for Growing the World’s Knowledge Seattle, 05/01/2015Xavier Amatriain (@xamat) 2. About Quora 3. Our Mission “To share and grow the world’s…
1. Recommendations @ American Express Abhijit Bose, Henry H Yuan and Huiming Qu Data Science and Engineering American Express Company MLConf, SanSan Francisco, CA MLConf,…
1.Graph Analytics OperationIntel Labs2. Machine Learning may nourish the soul… Source: Wikipedia (Banquet)... but Data Preparation will consume it.Source: Wikipedia (Hell)…
1. Streaming and Online Algorithms for GraphX Graph Analytics Team Xia (Ivy) Zhu Intel Confidential — Do Not Forward 2. Why Streaming Processing on Graph? 2 • New stores…
2 The recipient of this material (hereinafter "the Material") acknowledges that it contains confidential and proprietary data the disclosure to, or use of which
Installation Guide LexisNexis® Prospect Portfolio v2.1 For Salesforce® CRM Contents Install LexisNexis® Prospect Portfolio v2.1 2 Upgrade to LexisNexis Prospect Portfolio…
Confidential U.S. State Department Confidential U.S. State Department Edited by Paul L. Kesaris Guide compiled by Nanette Dobrosky A microfilm project of UNIVERSITY PUBLICATIONS
Fourth edition Mark Beardsworth Ella Blackburn Emily Carter Eve Giles Jonathan Grimes Claire Hegarty Nicola Hill Sophia Kemp Jill Lorimer Shamsun Nahar Julie Norris Previous
Lexis® Market Tracker With the real-time ability to access the latest deal terms, provisions and language of more than 2,000 M&A and credit transactions, Lexis®
1. LEXISNEXIS, NCSTATE OPPORTUNITIES TIM MENZIES COMPUTER SCIENCE, JUNE 2015 2. SEBIG LAB : SE FOR BIG DATA • Three year partnership • New lab to explore SE methods for…
1. H2O.ai Open Source Machine Learning for Intelligent Applications H2O.ai Machine Intelligence 2. Time is the only non-renewable resource Speed Matters! H2O.ai Machine Intelligence…
1. Large Scale Deep Learning Quoc V. Le Google & CMU 2. Deep Learning • Google is using Machine Learning • Machine Learning is difficult • Requires domain…
BAYESIAN GLOBAL OPTIMIZATION Using Optimal Learning to Tune ML Models Scott Clark [email protected] mailto:[email protected] mailto:[email protected] OUTLINE 1. Why is Tuning…