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

Instant online reading.
Don't wait for delivery!
Go digital and save!

Agile Data Science 2.0

Building Full-Stack Data Analytics Applications with Spark

By: Russell Jurney

Write A Review

Paperback | 13 June 2017 | Edition Number 2

At a Glance

Paperback
352 Pages

Edition Type
Revised

Dimensions(cm)
23.5 x 18 x 1.5

Paperback

RRP $114.00

$55.75

51%OFF

or 4 interest-free payments of $13.94 with

Ships in 15 to 25 business days

Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they're to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You'll learn an iterative approach that lets you quickly change the kind of analysis you're doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. Build value from your data in a series of agile sprints, using the data-value pyramid Extract features for statistical models from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future via classification and regression Translate predictions into actions Get feedback from users after each sprint to keep your project on track

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.