Learn how to write code, mathematics, graphics, and output, all in
a single document, as well as in a web browser using Project
Jupyter About This Book * Learn to write, execute, and comment your
live code and formulae all under one roof using this unique guide *
This one-stop solution on Project Jupyter will teach you everything
you need to know to perform scientific computation with ease * This
easy-to-follow, highly practical guide lets you forget your worries
in scientific application development by leveraging big data tools
such as Apache Spark, Python, R etc Who This Book Is For This book
caters to all developers, students, or educators who want to
execute code, see output, and comment all in the same document, in
the browser. Data science professionals will also find this book
very useful to perform technical and scientific computing in a
graphical, agile manner. What You Will Learn * Install and run the
Jupyter Notebook system on your machine * Implement programming
languages such as R, Python, Julia, and JavaScript with Jupyter
Notebook * Use interactive widgets to manipulate and visualize data
in real time * Start sharing your Notebook with colleagues * Invite
your colleagues to work with you in the same Notebook * Organize
your Notebook using Jupyter namespaces * Access big data in Jupyter
In Detail Jupyter Notebook is a web-based environment that enables
interactive computing in notebook documents. It allows you to
create and share documents that contain live code, equations,
visualizations, and explanatory text. The Jupyter Notebook system
is extensively used in domains such as data cleaning and
transformation, numerical simulation, statistical modeling, machine
learning, and much more. This book starts with a detailed overview
of the Jupyter Notebook system and its installation in different
environments. Next we'll help you will learn to integrate Jupyter
system with different programming languages such as R, Python,
JavaScript, and Julia and explore the various versions and packages
that are compatible with the Notebook system. Moving ahead, you
master interactive widgets, namespaces, and working with Jupyter in
a multiuser mode. Towards the end, you will use Jupyter with a big
data set and will apply all the functionalities learned throughout
the book. Style and approach This comprehensive practical guide
will teach you how to work with the Jupyter Notebook system. It
demonstrates the integration of various programming languages with
Jupyter Notebook through hands-on examples in every chapter.
General
Imprint: |
Packt Publishing Limited
|
Country of origin: |
United Kingdom |
Release date: |
November 2016 |
Authors: |
Dan Toomey
|
Dimensions: |
235 x 191 x 19mm (L x W x T) |
Format: |
Paperback
|
Pages: |
238 |
ISBN-13: |
978-1-78588-487-0 |
Categories: |
Books >
Computing & IT >
Computer programming >
General
|
LSN: |
1-78588-487-5 |
Barcode: |
9781785884870 |
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