Julia for Data Science: high-performance computing simplified - Brossura

Joshi, Anshul

 
9781785289699: Julia for Data Science: high-performance computing simplified
Brossura
ISBN 10: 1785289691 ISBN 13: 9781785289699
Casa editrice: Packt Publishing, 2016

Sinossi

Key Features

  • An in-depth exploration of Julia's growing ecosystem of packages
  • Work with the most powerful open-source libraries for deep learning, data wrangling, and data visualization
  • Learn about deep learning using Mocha.jl and give speed and high performance to data analysis on large data sets

Book Description

Julia is a fast and high performing language that's perfectly suited to data science with a mature package ecosystem and is now feature complete. It is a good tool for a data science practitioner. There was a famous post at Harvard Business Review that Data Scientist is the sexiest job of the 21st century. (https://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century).

This book will help you get familiarised with Julia's rich ecosystem, which is continuously evolving, allowing you to stay on top of your game.

This book contains the essentials of data science and gives a high-level overview of advanced statistics and techniques. You will dive in and will work on generating insights by performing inferential statistics, and will reveal hidden patterns and trends using data mining. This has the practical coverage of statistics and machine learning. You will develop knowledge to build statistical models and machine learning systems in Julia with attractive visualizations.

You will then delve into the world of Deep learning in Julia and will understand the framework, Mocha.jl with which you can create artificial neural networks and implement deep learning.

This book addresses the challenges of real-world data science problems, including data cleaning, data preparation, inferential statistics, statistical modeling, building high-performance machine learning systems and creating effective

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Editore
Packt Publishing
Data di pubblicazione
2016
Lingua
Inglese
ISBN 10 
1785289691
ISBN 13 
9781785289699
Rilegatura
Copertina flessibile
Numero di pagine
346
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania