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49:35

Startup ML: Bootstrapping a Fraud Detection System

Posted by Michael Manapat  on  Apr 16, 2016

Michael Manapat talks about how to choose, train, and evaluate models, how to bridge the gap between training and production systems, and avoiding pitfalls.

46:06

Artificial Intelligence that Plays Atari Video Games: How Did Deep Mind Do It?

Posted by Kristjan Korjus  on  Apr 06, 2016

Kristjan Korjus discusses deep learning, reinforcement learning and their combination called deep Q-Network.

56:34

Insights from History of Rock Music via Machine Learning

Posted by Ali Kheyrollahi  on  Mar 22, 2016 1

Ali Kheyrollahi uses clustering and network analysis algorithms to analyze the publicly available Wiki data on rock music to find mathematical relationship between artists, trends and subgenres.

45:03

NET Machine Learning: F# and Accord.NET

Posted by Alena Hall  on  Mar 19, 2016

Alena Hall presents various machine learning algorithms available in Accord.NET - a framework for machine learning and scientific computing in .NET.

48:00

Dino DNA! Health Identity from the Wrist @Jawbone

Posted by Brian Wilt  on  Jan 24, 2016

Brian Wilt discusses how applied machine learning techniques and data science helped Jawbone build a successful fitness tracking app.

50:53

Takes a Village to Raise a Machine Learning Model

Posted by Lucian Vlad Lita  on  Jan 16, 2016

Lucian Vlad Lita focuses on the next step in personalization: well-designed software architectures for storing, computing, and delivering responsive, accurate in-product predictions and experiments.

49:07

The Lego Model for Machine Learning Pipelines

Posted by Leah McGuire  on  Jan 16, 2016

Leah McGuire describes the machine learning platform Salesforce wrote on top of Spark to modularize data cleaning and feature engineering.

47:29

Machine Learning and IoT

Posted by Ajit Jaokar  on  Aug 29, 2015

Ajit Jaokar discusses data science and IoT: sensor data, real-time processing, cognitive computing, integration of IoT analytics with hardware, IoT’s impact on healthcare, automotive, wearables, etc.

33:45

Mini-talks: Machine Intelligence, Algorithms for Anti-Money Laundering, Blockchain

Posted by David Beyer, Olaf Carlson-Wee, Richard Minerich  on  Aug 02, 2015

Mini-talks: The Machine Intelligence Landscape: A Venture Capital Perspective. The future of global, trustless transactions on the largest graph: blockchain. Algorithms for Anti-Money Laundering

01:00:21

The Deep Learning Revolution: Rethinking Machine Learning Pipelines

Posted by Soumith Chintala  on  Jun 05, 2015

Soumith Chintala introduces deep learning, what it is, why it has become popular, and how it can be fitted into existing machine learning solutions.

01:29:34

Become a Data-driven Organization with Machine Learning

Posted by Peter Harrington  on  Mar 08, 2015

Peter Harrington explains what you do with machine learning, and what are the building blocks for an application that uses machine learning from collected data to creating predictions for customers.

33:28

Machine Learning for Programming

Posted by Peter Norvig  on  Mar 06, 2015 1

Peter Norvig keynotes on using machine learning techniques to solve more general software problems, helping both the advanced programmer and the novice one.

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