Download PDF by Joshua Cook: Docker for Data Science: Building Scalable and Extensible

By Joshua Cook

ISBN-10: 1484230116

ISBN-13: 9781484230114

Learn Docker "infrastructure as code" know-how to outline a process for acting commonplace yet non-trivial information initiatives on medium- to large-scale info units, utilizing Jupyter because the grasp controller.
It isn't really unusual for a real-world info set to fail to be simply controlled. The set won't healthy good into entry reminiscence or may perhaps require prohibitively lengthy processing. those are major demanding situations to expert software program engineers and so they can render the traditional Jupyter approach unusable. 
As an answer to this challenge, Docker for information Science proposes utilizing Docker. you'll how to use present pre-compiled public pictures created via the most important open-source technologies—Python, Jupyter, Postgres—as good as utilizing the Dockerfile to increase those photographs to fit your particular reasons. The Docker-Compose expertise is tested and you may learn the way it may be used to construct a associated procedure with Python churning info backstage and Jupyter handling those heritage initiatives. most sensible practices in utilizing present pictures are explored in addition to constructing your personal photos to install cutting-edge laptop studying and optimization algorithms.
What  You'll Learn 
  • Master interactive improvement utilizing the Jupyter platform
  • Run and construct Docker bins from scratch and from publicly to be had open-source images
  • Write infrastructure as code utilizing the docker-compose software and its docker-compose.yml dossier type
  • Deploy a multi-service info technological know-how application across a cloud-based system
Who This ebook Is For
Data scientists, desktop studying engineers, man made intelligence researchers, Kagglers, and software program developers

Show description

Read Online or Download Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server PDF

Similar open source programming books

Apache Solr PHP Integration - download pdf or read online

In DetailThe seek device is the most important for any web site. it doesn't matter what kind of site, the quest software is helping viewers locate what they're trying to find utilizing keyword phrases and slender down the implications utilizing aspects. Solr is the preferred, blazing speedy, open resource company seek platform from the Apache Lucene venture.

OpenCV with Python Blueprints by Michael Beyeler PDF

Layout and increase complicated desktop imaginative and prescient tasks utilizing OpenCV with PythonAbout This BookProgram complicated computing device imaginative and prescient purposes in Python utilizing diversified gains of the OpenCV libraryPractical end-to-end undertaking overlaying a huge desktop imaginative and prescient problemAll tasks within the booklet contain a step by step advisor to create computing device imaginative and prescient applicationsWho This e-book Is ForThis booklet is for intermediate clients of OpenCV who goal to grasp their abilities by means of constructing complicated sensible functions.

Read e-book online Mastering Java EE Development with WildFly PDF

Key FeaturesMaster Java EE improvement with the newest WildFly 10 software server. combine with JSF and JMS and use effective load balancing recommendations to create real-time appsIntegrate your backend JavaScript code seamlessly into Java applicationsBook DescriptionPacked with wealthy resources and APIs, Wildfly 10 permits you to create state of the art Java functions.

Get Pro Apache JMeter: Web Application Performance Testing PDF

Speedy ramp up your sensible wisdom of Apache JMeter for software program functionality checking out and concentrate on real enterprise difficulties. This step by step consultant covers what it is very important recognize to write down and execute try scripts, and be sure the implications. seasoned Apache JMeter covers virtually each point of Apache JMeter intimately and comprises important screenshots and a case learn.

Additional info for Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server

Example text

Download PDF sample

Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server by Joshua Cook


by Daniel
4.0

Rated 4.56 of 5 – based on 50 votes