By Davy Cielen, Arno Meysman, Mohamed Ali
Introducing info Science teaches you the way to complete the basic projects that occupy facts scientists. utilizing the Python language and customary Python libraries, you will adventure firsthand the demanding situations of facing info at scale and achieve a high-quality beginning in information science.
Purchase of the print booklet features a unfastened e-book 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 laptop studying. getting to know what you must learn how to commence a occupation as a knowledge scientist can appear bewildering. This publication is designed that can assist you get started.
About the Book
Introducing info ScienceIntroducing information technological know-how explains very important facts technology innovations and teaches you ways to complete the elemental initiatives that occupy info scientists. You’ll discover information visualization, graph databases, using NoSQL, and the knowledge technological know-how procedure. You’ll use the Python language and customary Python libraries as you adventure firsthand the demanding situations of facing information at scale. detect how Python permits you to achieve insights from info units so immense that they should be kept on a number of machines, or from information relocating so speedy that no unmarried laptop can deal with it. This ebook delivers hands-on event with the most well-liked Python information technology libraries, Scikit-learn and StatsModels. After examining this e-book, you’ll have the forged starting place you want to begin a profession in information technological know-how.
- Handling huge data
- Introduction to computing device learning
- Using Python to paintings with data
- Writing information technology algorithms
About the Reader
About the Authors
Davy Cielen, Arno D. B. Meysman, and Mohamed Ali are the founders and coping with companions of Optimately and Maiton, the place they specialise in constructing facts technological know-how tasks and strategies in quite a few sectors.
Table of Contents
- Data technological know-how in a major facts world
- The information technology process
- Machine learning
- Handling huge facts on a unmarried computer
- First steps in titanic data
- Join the NoSQL movement
- The upward thrust of graph databases
- Text mining and textual content analytics
- Data visualization to the tip user