By Dmitriy Lyubimov,Andrew Palumbo
The fabric takes on most sensible programming practices in addition to conceptual ways to attacking laptop studying difficulties in titanic datasets. Math is defined, through code examples of allotted and in-memory computations.
Written via Apache Mahout committers for those who are looking to layout disbursed math algorithms in addition to the right way to use the various new Mahout "Samsara" algorithms off-the-shelf.
The ebook covers Apache Mahout 0.10 and 0.11.
Read Online or Download Apache Mahout: Beyond MapReduce PDF
Best mathematical & statistical books
Kirk Lafler's PROC SQL: past the fundamentals utilizing SAS, moment version, deals a step by step example-driven advisor that is helping readers grasp the language of PROC SQL. jam-packed with research and examples illustrating an collection of PROC SQL strategies, statements, and clauses, this publication might be approached in a couple of methods.
Das Statistiklabor ist eine interaktive Arbeitsumgebung, um statistische Funktionen und Darstellungsmöglichkeiten leicht und intuitiv bearbeiten zu können. Als windows-basierte Oberfläche für die Programmierumgebung R erlaubt es zudem einen wesentlich einfacheren Zugang zu der umfangreichen Funktionalität von R.
This quantity comprises pioneering contributions to either the idea and perform of optimum experimental layout. issues include the optimality of designs in linear and nonlinear versions, in addition to designs for correlated observations and for sequential experimentation. there's an emphasis on functions to medication, specifically, to the layout of medical trials.
MATLAB is a high-level language and setting for numerical computation, visualization, and programming. utilizing MATLAB, you could research info, strengthen algorithms, and create types and functions. The language, instruments, and integrated math services show you how to discover a number of methods and succeed in an answer speedier than with spreadsheets or conventional programming languages, corresponding to C/C++ or Java.
- Analysis of Integrated and Cointegrated Time Series with R (Use R!)
- The Workflow of Data Analysis Using Stata
- Software for Data Analysis: Programming with R (Statistics and Computing)
- Quantifiably Better: Delivering Human Resource (HR) Analytics from Start to Finish
- A First Course in Statistical Programming with R
Additional resources for Apache Mahout: Beyond MapReduce
Apache Mahout: Beyond MapReduce by Dmitriy Lyubimov,Andrew Palumbo