By Davy Cielen, Arno Meysman, Mohamed Ali
Introducing information Science teaches you ways to complete the basic projects that occupy information scientists. utilizing the Python language and customary Python libraries, you will event firsthand the demanding situations of facing facts at scale and achieve a high-quality starting place in info science.
Purchase of the print e-book features a unfastened booklet in PDF, Kindle, and ePub codecs from Manning Publications.
About the Technology
Many businesses want builders with information technology talents to paintings on initiatives starting from social media advertising to computer studying. learning what you want to learn how to start a profession as an information scientist can appear bewildering. This booklet is designed that will help you get started.
About the Book
Introducing information ScienceIntroducing facts technological know-how explains very important information technology innovations and teaches you the way to complete the elemental projects that occupy facts scientists. You’ll discover facts visualization, graph databases, using NoSQL, and the information technology method. You’ll use the Python language and customary Python libraries as you adventure firsthand the demanding situations of facing facts at scale. observe how Python lets you achieve insights from facts units so immense that they should be saved on a number of machines, or from info relocating so quick that no unmarried laptop can deal with it. This publication promises hands-on event with the most well-liked Python info technology libraries, Scikit-learn and StatsModels. After examining this e-book, you’ll have the cast starting place you must commence a occupation in information technology.
- Handling huge data
- Introduction to computing device learning
- Using Python to paintings with data
- Writing info technology algorithms
About the Reader
About the Authors
Davy Cielen, Arno D. B. Meysman, and Mohamed Ali are the founders and dealing with companions of Optimately and Maiton, the place they specialise in constructing information technological know-how tasks and recommendations in quite a few sectors.
Table of Contents
- Data technology in an important information world
- The information technology process
- Machine learning
- Handling huge information on a unmarried computer
- First steps in huge data
- Join the NoSQL movement
- The upward thrust of graph databases
- Text mining and textual content analytics
- Data visualization to the top user