Download e-book for iPad: Agile Data Science 2.0: Building Full-Stack Data Analytics by Russell Jurney

By Russell Jurney

ISBN-10: 1491960116

ISBN-13: 9781491960110

Data technology groups trying to flip examine into worthwhile analytics purposes require not just the best instruments, but in addition the ideal strategy if they’re to be triumphant. With the revised moment version of this hands-on consultant, up-and-coming facts scientists will how you can use the Agile facts technology improvement technique to construct info functions with Python, Apache Spark, Kafka, and different tools.

Author Russell Jurney demonstrates the way to compose an information platform for development, deploying, and refining analytics purposes with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll research an iterative technique that permits you to fast swap the type of research you’re doing, counting on what the knowledge is telling you. submit info technological know-how paintings as an online software, and have an effect on significant switch on your organization.

  • Build worth out of your information in a chain of agile sprints, utilizing the data-value pyramid
  • Extract beneficial properties for statistical versions from a unmarried dataset
  • Visualize facts with charts, and disclose diverse points via interactive reports
  • Use old information to foretell the longer term through type and regression
  • Translate predictions into actions
  • Get suggestions from clients after each one dash to maintain your venture on track

Show description

Read or Download Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark PDF

Best data modeling & design books

New PDF release: Reviews of Environmental Contamination and Toxicology:

Experiences of Environmental infection and Toxicology makes an attempt to supply concise, serious experiences of well timed advances, philosophy, and demanding parts of entire or wanted exercise within the overall box of xenobiotics in any phase of our surroundings, in addition to toxicology implications.

Download e-book for iPad: Design Computing and Cognition ’04 by Asko Riitahuhta

Man made intelligence presents an environmentally wealthy paradigm in which layout learn in keeping with computational structures may be conducted. This has been one of many foundations for the constructing box known as "design computing". lately, there was a becoming curiosity in what designers do after they layout and the way they use computational instruments.

Peter Pepper's Programmieren lernen: Eine grundlegende Einführung mit Java PDF

Objektorientiertes Programmieren mittels Java: Dieses Lehrbuch liefert sicher und systematisch die grundlegenden Kenntnisse dazu. Im weiteren Verlauf behandelt es u. a. folgende Themen: Objekte und (generische) Klassen, Kontrollanweisungen und Datenstrukturen, wichtige Algorithmen zum Suchen und Sortieren von Daten sowie für einfache numerische Anwendungen und elementare Graph-Traversierung.

Download e-book for kindle: Tableau Cookbook – Recipes for Data Visualization by Shweta Sankhe-Savale

Create appealing facts visualizations and interactive dashboards with TableauAbout This BookDelve into the gains and functionalities of Tableau from the floor up with this step by step consultant that has over 50 "follow-me" recipesBuild wealthy visualizations to successfully spotlight the underlying tendencies and styles on your dataBuild appealing interactive dashboards and storyboards to sew your visualizations jointly and inform a storyWho This ebook Is ForThis e-book is for an individual who needs to exploit Tableau.

Extra resources for Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark

Sample text

Download PDF sample

Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark by Russell Jurney

by Kenneth

Rated 4.97 of 5 – based on 13 votes

Published by admin