Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Introducing Data Science: Big Data, Machine Learning, and more, using Python tools

Buy

Summary

Introducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and common Python libraries, you'll experience firsthand the challenges of dealing with data at scale and gain a solid foundation in data science.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Many companies need developers with data science skills to work on projects ranging from social media marketing to machine learning. Discovering what you need to learn to begin a career as a data scientist can seem bewildering. This book is designed to help you get started.

About the Book

Introducing Data ScienceIntroducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You’ll explore data visualization, graph databases, the use of NoSQL, and the data science process. You’ll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels. After reading this book, you’ll have the solid foundation you need to start a career in data science.

What’s Inside

  • Handling large data
  • Introduction to machine learning
  • Using Python to work with data
  • Writing data science algorithms

About the Reader

This book assumes you're comfortable reading code in Python or a similar language, such as C, Ruby, or JavaScript. No prior experience with data science is required.

About the Authors

Davy Cielen, Arno D. B. Meysman, and Mohamed Ali are the founders and managing partners of Optimately and Maiton, where they focus on developing data science projects and solutions in various sectors.

Table of Contents

  1. Data science in a big data world
  2. The data science process
  3. Machine learning
  4. Handling large data on a single computer
  5. First steps in big data
  6. Join the NoSQL movement
  7. The rise of graph databases
  8. Text mining and text analytics
  9. Data visualization to the end user
(HTML tags aren't allowed.)

Dams in Brazil: Social and Demographical Impacts (SpringerBriefs in Latin American Studies)
Dams in Brazil: Social and Demographical Impacts (SpringerBriefs in Latin American Studies)
The book focuses on the human and social effects of the construction of hydroelectric dams in Brazil. It discusses themes such as forced migrations, how the families of the victims of the dams adapt to new living areas, the struggle of families with the relocation of their homes and the fact that they are neglected by builders and government....
Architect's Portable Handbook
Architect's Portable Handbook
FROM CONCEPTION TO COMPLETION, NO ARCHITECTURAL PROJECT SHOULD PROCEED WITHOUT THIS BOOK!

Includes the new International and NFPA building codes!

When it comes to providing architects with quick, accurate guidance for a complete range of on-the-job issues, no book matches The Architect's Portable...

The New Authoritarians: Convergence on the Right
The New Authoritarians: Convergence on the Right

The eighteen months between June 2016 and the end of 2017 saw the victory of Leave in Britain’s EU referendum, the election of Donald Trump as President of the United States, and unprecedented support for Marine Le Pen of the Front National in her campaign for the same office in France. Nearly a decade after the great financial...


Hands-On Cybersecurity for Architects: Plan and design robust security architectures
Hands-On Cybersecurity for Architects: Plan and design robust security architectures

Gain practical experience of creating security solutions and designing secure, highly available, and dynamic infrastructure for your organization

Key Features

  • Architect complex security structures using standard practices and use cases
  • Integrate security with any...
The Emergence of International Society in the 1920s
The Emergence of International Society in the 1920s

Chronicling the emergence of an international society in the 1920s, Daniel Gorman describes how the shock of the First World War gave rise to a broad array of overlapping initiatives in international cooperation. Though national rivalries continued to plague world politics, ordinary citizens and state officials found common causes in...

Pro Ajax and Java Frameworks
Pro Ajax and Java Frameworks

As a Java developer, you want a guide that shows you how to add Ajax functionality to your web applications with a minimum of effort. Well look no further than Pro Ajax and Java Frameworks. In this book, recognized Java experts and authors of the best-selling Apress title, Foundations of Ajax, will show you how.

The...

©2020 LearnIT (support@pdfchm.net) - Privacy Policy