Agile Data Science 2 0 is popular PDF and ePub book, written by Russell Jurney in 2017-06-07, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Agile Data Science 2 0 can be Read Online from any device for your convenience.
Agile Data Science 2 0 Book PDF Summary
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
Detail Book of Agile Data Science 2 0 PDF
- Author : Russell Jurney
- Release : 07 June 2017
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781491960066
- Genre : Computers
- Total Page : 352 pages
- Language : English
- PDF File Size : 8,9 Mb
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