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Introducing info Science teaches you the way to complete the basic initiatives that occupy info scientists. utilizing the Python language and customary Python libraries, you are going to adventure firsthand the demanding situations of facing info at scale and achieve an outstanding beginning in info science.

Purchase of the print e-book contains a unfastened booklet in PDF, Kindle, and ePub codecs from Manning Publications.

About the Technology

Many businesses desire builders with facts technology abilities to paintings on initiatives starting from social media advertising to desktop studying. getting to know what you must discover ways to start a occupation as a knowledge scientist can look bewildering. This ebook is designed that can assist you get started.

About the Book

Introducing info ScienceIntroducing info technological know-how explains very important info technological know-how options and teaches you the way to complete the elemental projects that occupy information scientists. You’ll discover info visualization, graph databases, using NoSQL, and the knowledge technological know-how technique. You’ll use the Python language and customary Python libraries as you adventure firsthand the demanding situations of facing information at scale. realize how Python helps you to achieve insights from facts units so colossal that they should be kept on a number of machines, or from information relocating so quick that no unmarried laptop can deal with it. This ebook supplies hands-on event with the preferred Python information technological know-how libraries, Scikit-learn and StatsModels. After studying this booklet, you’ll have the forged starting place you want to begin a occupation in information technology.

What’s Inside

  • Handling huge data
  • Introduction to computer learning
  • Using Python to paintings with data
  • Writing info technological know-how algorithms

About the Reader

This e-book assumes you are cozy studying code in Python or the same language, equivalent to C, Ruby, or JavaScript. No past adventure with information technological know-how is required.

About the Authors

Davy Cielen, Arno D. B. Meysman, and Mohamed Ali are the founders and handling companions of Optimately and Maiton, the place they concentrate on constructing facts technological know-how tasks and recommendations in numerous sectors.

Table of Contents

  1. Data technological know-how in an important info world
  2. The facts technological know-how process
  3. Machine learning
  4. Handling huge information on a unmarried computer
  5. First steps in large data
  6. Join the NoSQL movement
  7. The upward thrust of graph databases
  8. Text mining and textual content analytics
  9. Data visualization to the top user

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