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Archive for the ‘Machine Learning’ Category

Radoop

Monday, July 25th, 2011

Hadoop is an excellent tool for analyzing large data sets, but it lacks an easy-to-use graphical interface. RapidMiner is an excellent tool for data analytics, but its data size is limited by the memory available, and a single machine is often not enough to run the analyses on time. In this project, we combine the strengths of both projects and provide a RapidMiner extension for editing and running ETL, data analytics and machine learning processes over Hadoop.

Apply for Beta Today!

Tags: Machine Learning, news, Technology, Tools
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Google Predict Empowering Applications

Saturday, May 21st, 2011

The Google Prediction API allows you to tap into Google’s machine learning algorithms that crunch data and give your possible outcomes, thereby helping you make your applications smarter.

Features

Lightweight RESTful API.
Asynchronous training.
Automatically selects from several available machine learning techniques.
Supported inputs: numeric data and unstructured text.
Outputs hundreds of discrete categories, or continuous values.
Gallery of pre-trained prediction models.
Ability to add new training data on the fly.
Accessible from many platforms: Google App Engine, Apps Script (Google Spreadsheets), web & desktop apps, and command line.

Tags: Data Mining, Machine Learning, news, Technology
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First look at Dhiti

Saturday, May 21st, 2011

Dhiti offers a RESTful API to our exploratory search platform. In short, our platform allows you to:

Upload a set of documents (html, or text) into a session.
Extract top topics, or concepts for a document, or a set of documents
Provide relevance feedback about articles, concepts or nuggets you like and dislike.
Recommendations subsequently change according to that.
Get recommendations of nuggets, articles or categories for a pivot. A pivot can be,
- a url (of a document already added)
- a string (treated as a query)
- a category
- your preferences – based on the relevance feedback
Persist the session, along with your preferences

Some applications of our API: