Introducing information Science teaches you ways to complete the elemental initiatives that occupy info scientists. utilizing the Python language and customary Python libraries, you will event firsthand the demanding situations of facing information at scale and achieve a fantastic starting place in information science.
Purchase of the print e-book encompasses a loose publication in PDF, Kindle, and ePub codecs from Manning Publications.
About the Technology
Many businesses want builders with information technology abilities to paintings on tasks starting from social media advertising to laptop studying. studying what you want to discover ways to start a occupation as an information scientist can look bewildering. This publication is designed that can assist you get started.
About the Book
Introducing facts ScienceIntroducing information technological know-how explains important information technological know-how ideas and teaches you the way to complete the elemental initiatives that occupy information scientists. You’ll discover facts visualization, graph databases, using NoSQL, and the knowledge technology approach. You’ll use the Python language and customary Python libraries as you event firsthand the demanding situations of facing information at scale. notice how Python helps you to achieve insights from info units so substantial that they should be saved on a number of machines, or from information relocating so fast that no unmarried desktop can deal with it. This booklet provides hands-on event with the most well-liked Python facts technological know-how libraries, Scikit-learn and StatsModels. After analyzing this ebook, you’ll have the forged starting place you must begin a profession in facts technology.
- Handling huge data
- Introduction to computing device learning
- Using Python to paintings with data
- Writing facts technology algorithms
About the Reader
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 specialize in constructing information technological know-how initiatives and options in quite a few sectors.
Table of Contents
- Data technology in an incredible info world
- The information technology process
- Machine learning
- Handling huge info on a unmarried computer
- First steps in great data
- Join the NoSQL movement
- The upward thrust of graph databases
- Text mining and textual content analytics
- Data visualization to the top user