Computing with Data

Computing with Data

An Introduction to the Data Industry

El-Geish, Mohamed; Lebanon, Guy

Springer International Publishing AG

10/2018

604

Dura

Inglês

9783319981482

Pré-lançamento - envio 15 a 20 dias após a sua edição

Readers with a strong educational background in CS, but without significant industry background, will find the following chapters especially beneficial: learning R, testing, programming, visualizing and processing data in Python and R, system design for big data, data stores, and software craftsmanship.
1 Introduction: How to Use This Book?.- 2 Essential Knowledge: Hardware.- 3 Essential Knowledge: Operating Systems.- 4 Learning C++.- 5 Learning Java.- 6 Learning Python and a Few More Things.- 7 Learning R.- 8 Visualizing Data in Python and R.- 9 Processing Data in Python and R.- 10 Essential Knowledge: Parallel Programming.- 11 Essential Knowledge: Testing.- 12 A Few More Things about Programming.- 13 Essential Knowledge: Data Stores.- 14 Thoughts on System Design for Big Data.- 15 Thoughts on Software Craftsmanship.
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