Introduction to HPC with MPI for Data Science (Undergraduate - download pdf or read online

By Frank Nielsen

This light creation to excessive functionality Computing (HPC) for Data
technological know-how utilizing the Message Passing Interface (MPI) average has been
designed as a primary path for undergraduates on parallel programming on
disbursed reminiscence versions, and calls for basically simple programming notions.

into components the 1st half covers excessive functionality computing utilizing
C++ with the Message Passing Interface (MPI) regular by means of a
second half delivering high-performance facts analytics on machine

In the 1st half, the basic notions of blockading
versus non-blocking point-to-point communications, international communications
(like broadcast or scatter) and collaborative computations (reduce),
with Amdalh and Gustafson speed-up legislation are defined earlier than addressing
parallel sorting and parallel linear algebra on laptop clusters. The
common ring, torus and hypercube topologies of clusters are then
explained and worldwide verbal exchange tactics on those topologies are
studied. this primary half closes with the MapReduce (MR) version of
computation well-suited to processing substantial information utilizing the MPI framework.

the second one half, the booklet makes a speciality of high-performance info analytics.
Flat and hierarchical clustering algorithms are brought for information
exploration in addition to how you can application those algorithms on laptop
clusters, via computer studying category, and an
introduction to graph analytics. This half closes with a concise
introduction to info core-sets that permit monstrous facts difficulties be amenable to
tiny information problems.

Exercises are integrated on the finish of every
chapter to ensure that scholars to perform the innovations discovered, and a
final part comprises an total examination which permits them to guage how
good they've got assimilated the fabric coated within the book.

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New PDF release: C# Design Pattern Essentials

By Tony Bevis

as soon as you have discovered the basics of the C# programming language you should be in a position to placed that wisdom into perform - and realizing layout styles is vital in with the ability to write transparent, concise and powerful code, even for advanced applications.

C# layout development necessities offers a step by step advisor to the area of object-oriented software program improvement, utilizing attempted and depended on concepts. The examples and code extracts were intentionally saved basic, permitting you to pay attention to figuring out the strategies and alertness of every development instead of having to battle through beside the point resource code. And the development examples were designed round a typical topic, making it more straightforward that you should see how they relate to one another and extra importantly how one can adapt them for your applications.

While the ebook assumes a simple wisdom of C# you definitely needn't be a guru. This booklet is ideal for the programmer who needs to take their talents as much as the subsequent point, so that you can suppose convinced approximately utilizing C# in real-world applications.

Coverage includes:

All 23 of the layout styles defined within the seminal paintings of Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides; layout styles: components of Reusable Object-Oriented software program (Addison-Wesley, 1995).

Additional styles to be used in real-world applications.

Full, easy rationalization of the Model-View-Controller (MVC) pattern.

Easy to persist with UML diagrams.

Advice on the way to use the styles in practice.

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Diego Pacheco's Building Applications with Scala PDF

By Diego Pacheco

Write glossy, scalable, and reactive purposes with the ability of Scala

About This Book

  • Delves into the intricacies of useful reactive programming with Scala
  • Explores frameworks like Akka, Play and Slick used to strengthen effective applications
  • A step-by-step advisor with lots of examples exhibiting useful implementation of crucial concepts

Who This ebook Is For

If you're a Java or JVM developer who desires to use Scala to construct reactive useful functions for the JVM platform, then this ebook is for you. past wisdom of Java or practical programing might aid. No Scala wisdom is required.

What you are going to Learn

  • Use Akka to create a talk carrier to your app
  • Equip your self with the strategies and instruments to construct reviews and construct database patience with Scala and Slick
  • Develop a customer-facing relaxation API that uses Scala and Spray
  • Make use of the Scala net improvement ideas and scale up the structure of your application
  • Get conversant in the center rules and ideas of useful Programming
  • Use the Play framework to create versions, controllers, and views
  • Develop reactive backing frameworks by means of writing code with RxScala
  • Discover what right trying out includes with Scala utilizing behavior-driven development

In Detail

Scala is understood for incorporating either object-oriented and sensible programming right into a concise and very robust package deal. even if, growing an app in Scala can get a bit difficult as a result of the complexity the language has. This booklet might help you dive directly into app improvement by way of making a genuine, reactive, and useful software. we are going to offer you functional examples and directions utilizing a hands-on method that might provide you with a company grounding in reactive useful principles.

The e-book will take you thru the entire basics of app improvement inside of Scala as you construct an software piece via piece. we now have made guaranteed to include every thing you wish from establishing to development stories and scaling structure. This e-book additionally covers the main precious instruments to be had within the Scala surroundings, similar to Slick, Play, and Akka, and a complete lot extra. it's going to assist you release the secrets and techniques of creating your individual updated Scala software whereas maximizing functionality and scalability.

Style and approach

This e-book takes a step by step method of app improvement with Scala. it's going to position detailed emphasis on useful language. it's going to educate you the center merits of Scala and the basics of practical programming through constructing a powerful application.

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Paul Hamill's Unit Test Frameworks: Tools for High-Quality Software PDF

By Paul Hamill

Unit try out frameworks are a key component to renowned improvement methodologies akin to severe Programming (XP) and Agile improvement. yet unit checking out has moved a ways past severe Programming; it's now universal in lots of forms of program improvement. Unit assessments support make sure low-level code correctness, lessen software program improvement cycle time, enhance developer productiveness, and convey extra powerful software.Until now, there has been little documentation on hand on unit checking out, and such a lot resources addressed particular frameworks and particular languages, instead of explaining using unit trying out as a language-independent, standalone improvement technique. This necessary new ebook covers the idea and heritage of unit try out frameworks, deals step by step guideline in simple unit try out improvement, offers helpful code examples in either Java and C++, and contains information on the most typical frameworks this day from the XUnit relatives, together with JUnit for Java, CppUnit for C++, and NUnit for .NET.Unit attempt Frameworks comprises transparent, concise, and exact descriptions of:

  • The thought and layout of unit attempt frameworks
  • Examples of unit exams and frameworks
  • Different sorts of unit tests
  • Popular unit try frameworks
  • And more

It additionally comprises the entire resource code for CppUnit for C++, and NUnit for .NET.

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Get Object-Oriented Programming in ColdFusion PDF

By Matt Gifford

This e-book is a fast moving educational to constructing ColdFusion functions utilizing an object-oriented programming process. entire with code examples that may be altered and utilized for your software and cautious reasons, this publication will advisor you thru your first interplay with object-oriented programming inside of your ColdFusion functions. while you're an online developer desirous to enforce object-oriented programming with ColdFusion, then this ebook is for you. in case your target is to get an exceptional grounding within the fundamentals of object-oriented programming strategies, this ebook is ideal for you. No past wisdom of object-oriented programming is anticipated, yet simple wisdom of ColdFusion improvement talents is assumed.

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Get Guide to Java: A Concise Introduction to Programming PDF

By James T. Streib,Takako Soma

This publication provides a concentrated and obtainable primer at the basics of Java programming, with large use of examples and hands-on routines. themes and lines: presents an creation to variables, input/output and mathematics operations; describes gadgets and contour diagrams, explains choice constructions, and demonstrates how new release buildings paintings; discusses object-oriented innovations similar to overloading and sessions equipment, and introduces string variables and processing; illustrates arrays and array processing and examines recursion; explores inheritance and polymorphism and investigates straight forward records; provides a primer on graphical input/output, discusses undemanding exception processing, and offers the fundamentals of Javadoc; contains routines on the finish of every bankruptcy, with chosen solutions in an appendix and a thesaurus of keyword phrases; offers extra supplementary info at an linked website.

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Get Jump Start CoffeeScript: Get Up to Speed With CoffeeScript PDF

By Earle Castledine

A sensible and concise advent to CoffeeScript, a programming language that compiles into JavaScript and that makes operating with JavaScript more uncomplicated. The publication lays out the fundamentals of the language, its syntax, and the attention-grabbing positive aspects that set it except JavaScript. it's going to fulfill someone with an intermediate point of realizing of JavaScript who wishes a conceptual and useful advent to CoffeeScript.

The e-book relies round a pragmatic undertaking, best you thru the development of an easy HTML-based 2nd video game, and explaining the language's philosophy, syntax, and contours step by step alongside the way in which. you may see effects on-screen from the very starting, beginning with an easy JavaScript drawing functionality remodeled into CoffeeScript. The game's code is predicated on good- understood ideas and previous artwork, utilizing universal, easy programming styles which are effortless to know whereas additionally demonstrating CoffeeScript's expressiveness.

This is a enjoyable and fast moving e-book that rewards you for every accomplished step with attention-grabbing video game gains. you are going to end the ebook with the feel of feat that comes from development whatever enjoyable, in addition to having received an outstanding knowing of CoffeeScript and an curiosity in exploring its extra complex features.

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Download PDF by Karthik Ramasubramanian,Abhishek Singh: Machine Learning Using R

By Karthik Ramasubramanian,Abhishek Singh

Examine the newest technological developments in development a scalable laptop studying version with significant information utilizing R. This booklet exhibits you the way to paintings with a computing device studying set of rules and use it to construct a ML version from uncooked data.

All functional demonstrations should be explored in R, a strong programming language and software program atmosphere for statistical computing and pictures. a number of the applications and strategies on hand in R may be used to provide an explanation for the themes. for each laptop studying set of rules lined during this e-book, a 3D technique of conception, case-study and perform can be given. And the place applicable, the math should be defined via visualization in R. the entire photos are available colour and hi-res as a part of the code download.

This new paradigm of training laptop studying will lead to a thorough swap in belief for lots of of these who imagine this topic is hard to profit. even though idea occasionally seems tough, particularly while there's heavy arithmetic concerned, the seamless circulate from the theoretical features to example-driven studying supplied in this book makes it effortless for somebody to attach the dots..

What you are going to Learn 
  • Use the version construction approach flow
  • Apply theoretical points of laptop learning
  • Review industry-based cae studies
  • Understand ML algorithms utilizing R
  • Build desktop studying versions utilizing Apache Hadoop and Spark

Who This booklet is For
Data scientists, info technological know-how execs and researchers in academia who are looking to comprehend the nuances of computing device studying approaches/algorithms in addition to how you can see them in perform utilizing R. 
The e-book also will profit the readers who are looking to comprehend the expertise at the back of imposing a scalable computing device studying version utilizing Apache Hadoop, Hive, Pig and Spark.

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New PDF release: Programming in Objective-C (Developer's Library)

By Stephen G. Kochan

Updated for OS X 10.9 Mavericks, iOS 7, and Xcode 5

Programming in Objective-C is a concise, conscientiously written instructional at the fundamentals of Objective-C and object-oriented programming for Apple's iOS and OS X structures.

The e-book makes no assumptions approximately earlier event with object-oriented programming languages or with the interval (which Objective-C is predicated upon). due to this, either rookies and skilled programmers alike can use this e-book to quick and successfully examine the basics of Objective-C. Readers may also study the recommendations of object-oriented programming with no need to first study all the intricacies of the underlying interval.

This special approach to studying, mixed with many small software examples and routines on the finish of every bankruptcy, makes Programming in Objective-C splendid for both lecture room use or self-study.

This version has been totally up-to-date to include new Objective-C positive factors and applied sciences brought with Xcode five, iOS 7, and Mac OS X Mavericks.

“The top publication on any programming language that I’ve ever learn. so one can examine Objective-C, purchase it.”—Calvin Wolcott

“An first-class source for a brand new programmer who desires to study Objective-C as their first programming language—a woefully underserved market.”—Pat Hughes

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Download e-book for iPad: Learn to Program with C++ (2014 Edition) by John Smiley

By John Smiley

An Introductory textual content on C++ utilizing the freely downloadable Borland C++ Batch Compiler. the best technical ebook you are going to ever learn. Open it up and notice for your self. sign up for Professor Smiley's C++ type as he teaches crucial abilities in programming, coding and extra. utilizing a student-instructor conversational layout, this ebook begins on the very starting with the most important programming basics. you are going to speedy the right way to determine buyer wishes so that you can create an software that achieves programming objectives---just like skilled programmers. by way of settling on transparent customer targets, you will examine very important programming basics---like how desktops view enter and execute output in accordance with the data they're given---then use these abilities to enhance real-world functions. perform this different school room event and spot why Professor Smiley is popular for making studying enjoyable and easy.

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