MoData Blog

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July 21st, 2015

Anomaly Detection – Using Machine Learning to Detect Abnormalities in Time Series Data This post was co-authored by Vijay K Narayanan, Partner Director of Software Engineering at the Azure Machine Learning team at Microsoft. Introduction Anomaly Detection is the problem of finding patterns in data that do not conform to a model of “normal” behavior. Detecting such deviations from expected behavior in temporal data is...

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July 6th, 2015

Link to Joseph Misiti (click on this link to get to the page with the full set of hyperlinks): A curated list of awesome Machine Learning frameworks, libraries and software. - . A curated list of awesome machine learning frameworks, libraries and software (by language). Inspired by awesome-php. Table of Contents C General-Purpose Machine Learning Computer Vision C++ Computer Vision General-Purpose Machine Learning Natural Language...

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July 5th, 2015

Link to Machine Learning Mastery: A tour of machine learning algorithms   After we understand the type of machine learning problem we are working with, we can think about the type of data to collect and the types of machine learning algorithms we can try. In this post we take a tour of the most popular machine learning algorithms. It is useful to tour the main...

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June 14th, 2015

Priceonomics: Modeling the Probability of Winning an NFL Game If you're watching a sporting event, at any given time there is a probability your team will win or lose. If your team is ahead by a lot, they'll probably end up winning. If the opposite case is true, they'll probably lose. If the Vegas odds are in favor of your team, that matters (but only...

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July 9th, 2014

Image: 'Fries by Month' photo by Lauren Manning 2006 What is a Data Product? Technically speaking, a 'data product' is an insight or tool created out of existing or purposely acquired raw data that can be used to improve decision making, generally by clients, consumers or other organizations. These insights may be simple, such as informing a buyer of available inventory three months into the...

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May 27th, 2014

Photo by Josh Hallet The article explains how to adopt a data mindset – one of the most critical management challenges facing online retailers today. 1. What is a ‘data mindset’? 2. The data champion 3. Get more data, give more data 4. Data for continuous improvement What is a data mindset? When an organisation has a data mindset, every single person working there, from...

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