Mastering Python Data Visualization из жанра Другая компьютерная литература

Mastering Python Data Visualization

Другая компьютерная литература, Программы

Год: 2015

Добавил: Admin 16 Ноя 20

Проверил: Admin 16 Ноя 20

Формат: PDF (12428 Kb)

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Аннотация

Generate effective results in a variety of visually appealing charts using the plotting packages in Python

About This Book

Explore various tools and their strengths while building meaningful representations that can make it easier to understand data
Packed with computational methods and algorithms in diverse fields of science
Written in an easy-to-follow categorical style, this book discusses some niche techniques that will make your code easier to work with and reuse
Who This Book Is For

If you are a Python developer who performs data visualization and wants to develop existing knowledge about Python to build analytical results and produce some amazing visual display, then this book is for you. A basic knowledge level and understanding of Python libraries is assumed.

What You Will Learn

Gather, cleanse, access, and map data to a visual framework
Recognize which visualization method is applicable and learn best practices for data visualization
Get acquainted with reader-driven narratives and author-driven narratives and the principles of perception
Understand why Python is an effective tool to be used for numerical computation much like MATLAB, and explore some interesting data structures that come with it
Explore with various visualization choices how Python can be very useful in computation in the field of finance and statistics
Get to know why Python is the second choice after Java, and is used frequently in the field of machine learning
Compare Python with other visualization approaches using Julia and a JavaScript-based framework such as D3.js
Discover how Python can be used in conjunction with NoSQL such as Hive to produce results efficiently in a distributed environment