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Google Prediction API

Wed, 05/19/2010 - 7:21pm
Curious Cat Science and Engineering Blog

This looks very cool.

The Prediction API enables access to Google’s machine learning algorithms to analyze your historic data and predict likely future outcomes. Upload your data to Google Storage for Developers, then use the Prediction API to make real-time decisions in your applications. The Prediction API implements supervised learning algorithms as a RESTful web service to let you leverage patterns in your data, providing more relevant information to your users. Run your predictions on Google’s infrastructure and scale effortlessly as your data grows in size and complexity.

Accessible from many platforms: Google App Engine, Apps Script (Google Spreadsheets), web & desktop apps, and command line.

The Prediction API supports CSV formatted training data, up to 100M in size. Numeric or unstructured text can be sent as input features, and discrete categories (up to a few hundred different ones) can be provided as output labels.

Uses:

Language identification

Customer sentiment analysis

Product recommendations & upsell opportunities

Diagnostics

Document and email classification

Related: The Second 5,000 Days of the WebRobot Independently Applies the Scientific MethodControlled Experiments for Software SolutionsStatistical Learning as the Ultimate Agile Development Tool by Peter Norvig

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