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Download the fantastic book titled Agile Data Science 2 0 written by Russell Jurney, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Agile Data Science 2 0", which was released on 07 June 2017. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Agile Data Science 2 0 by Russell Jurney PDF

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

Agile Data Science 2 0

Detail About Agile Data Science 2 0 PDF

  • Author : Russell Jurney
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Total Pages : 352 pages
  • ISBN : 149196006X
  • PDF File Size : 24,7 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Agile Data Science 2.0

Agile Data Science 2.0
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 48,7 Mb
  • Release Date : 07 June 2017
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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

Agile Data Science

Agile Data Science
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 23,8 Mb
  • Release Date : 15 October 2013
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Mining big data requires a deep investment in people and time. How can you be sure you’re building the right models? With this hands-on book, you’ll learn a

Agile Data Science 2.0

Agile Data Science 2.0
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 50,5 Mb
  • Release Date : 07 June 2017
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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

Agile Analytics

Agile Analytics
  • Publisher : Addison-Wesley
  • File Size : 48,6 Mb
  • Release Date : 13 June 2024
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Using Agile methods, you can bring far greater innovation, value, and quality to any data warehousing (DW), business intelligence (BI), or analytics project. However, conventional Agile methods must be carefully

Agile Data Science 2.0

Agile Data Science 2.0
  • Publisher : Unknown Publisher
  • File Size : 33,5 Mb
  • Release Date : 13 June 2024
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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

Becoming an Agile Software Architect

Becoming an Agile Software Architect
  • Publisher : Packt Publishing Ltd
  • File Size : 35,6 Mb
  • Release Date : 19 March 2021
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A guide to successfully operating in a lean-agile organization for solutions architects and enterprise architects Key FeaturesDevelop the right combination of processes and technical excellence to address architectural challengesExplore a

Practical DataOps

Practical DataOps
  • Publisher : Apress
  • File Size : 35,7 Mb
  • Release Date : 09 December 2019
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Gain a practical introduction to DataOps, a new discipline for delivering data science at scale inspired by practices at companies such as Facebook, Uber, LinkedIn, Twitter, and eBay. Organizations need

Agile Data Warehousing

Agile Data Warehousing
  • Publisher : iUniverse
  • File Size : 24,9 Mb
  • Release Date : 14 July 2008
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Contains a six-stage plan for starting new warehouse projects and guiding programmers step-by-step until they become a world-class, Agile development team. It describes also how to avoid or contain the

Agile Data Warehousing Project Management

Agile Data Warehousing Project Management
  • Publisher : Newnes
  • File Size : 44,8 Mb
  • Release Date : 28 December 2012
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You have to make sense of enormous amounts of data, and while the notion of “agile data warehousing might sound tricky, it can yield as much as a 3-to-1 speed

Data Science at the Command Line

Data Science at the Command Line
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 42,8 Mb
  • Release Date : 25 September 2014
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This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet