Apache Mahout: Beyond MapReduce by Dmitriy Lyubimov,Andrew Palumbo

By Dmitriy Lyubimov,Andrew Palumbo

This ebook is set designing mathematical and desktop studying algorithms utilizing the Apache Mahout "Samsara" platform.

The fabric takes on most sensible programming practices in addition to conceptual techniques to attacking computing device studying difficulties in gigantic datasets. Math is defined, by way of code examples of dispensed and in-memory computations.

Written by way of Apache Mahout committers for those who are looking to how to layout dispensed math algorithms in addition to the right way to use a few of the new Mahout "Samsara" algorithms off-the-shelf.

The ebook covers Apache Mahout 0.10 and 0.11.

Show description

Read Online or Download Apache Mahout: Beyond MapReduce PDF

Best mathematical & statistical books

Bayesian Essentials with R (Springer Texts in Statistics)

This Bayesian modeling publication presents a self-contained access to computational Bayesian statistics. concentrating on the main regular statistical versions and sponsored up by means of genuine datasets and an all-inclusive R (CRAN) package deal referred to as bayess, the booklet presents an operational technique for accomplishing Bayesian inference, instead of targeting its theoretical and philosophical justifications.

MATLAB Optimization Techniques

MATLAB is a high-level language and atmosphere for numerical computation, visualization, and programming. utilizing MATLAB, you could research facts, improve algorithms, and create versions and functions. The language, instruments, and integrated math capabilities allow you to discover a number of methods and achieve an answer swifter than with spreadsheets or conventional programming languages, equivalent to C/C++ or Java.

SAS Encoding:: Understanding the Details

Figuring out the elemental strategies of personality encoding is important for growing, manipulating, and rendering any kind of personality information. An encoding is concerned every time information is introduced into SAS from a variety of exterior resources; every time facts is transferred among SAS functions operating assorted locales or around the community through skinny consumers; and whilst output is written to exterior documents, SAS facts units, printers, or web content.


Deep studying is a department of computing device studying that teaches desktops to do what comes clearly to people: research from adventure. computer studying algorithms use computational how you can "learn" details at once from info with out hoping on a predetermined equation as a version. Deep studying is mainly fitted to picture popularity, that's very important for fixing difficulties akin to facial reputation, movement detection, and plenty of complex motive force guidance applied sciences akin to self sustaining using, lane detection, pedestrian detection, and self sufficient parking.

Additional resources for Apache Mahout: Beyond MapReduce

Example text

Download PDF sample

Rated 4.98 of 5 – based on 13 votes