Practical Python Data Visualization: A Fast Track Approach to Learning Data Visualization with Python
暫譯: 實用的 Python 數據視覺化：快速學習 Python 數據視覺化的方法
Pajankar, Ashwin
- 出版商: Apress
- 出版日期: 2020-10-25
- 售價: $2,370
- 貴賓價: 9.5 折 $2,252
- 語言: 英文
- 頁數: 160
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1484264541
- ISBN-13: 9781484264546
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相關分類:
Python、程式語言、Data-visualization
海外代購書籍(需單獨結帳)
相關主題
商品描述
Quickly start programming with Python 3 for data visualization with this step-by-step, detailed guide. This book's programming-friendly approach using libraries such as leather, NumPy, Matplotlib, and Pandas will serve as a template for business and scientific visualizations.
You'll begin by installing Python 3, see how to work in Jupyter notebook, and explore Leather, Python's popular data visualization charting library. You'll also be introduced to the scientific Python 3 ecosystem and work with the basics of NumPy, an integral part of that ecosystem. Later chapters are focused on various NumPy routines along with getting started with Scientific Data visualization using matplotlib. You'll review the visualization of 3D data using graphs and networks and finish up by looking at data visualization with Pandas, including the visualization of COVID-19 data sets.
The code examples are tested on popular platforms like Ubuntu, Windows, and Raspberry Pi OS. With Practical Python Data Visualization you'll master the core concepts of data visualization with Pandas and the Jupyter notebook interface.
What You'll Learn- Review practical aspects of Python Data Visualization with programming-friendly abstractions
- Install Python 3 and Jupyter on multiple platforms including Windows, Raspberry Pi, and Ubuntu
- Visualize COVID-19 data sets with Pandas
Who This Book Is For
Data Science enthusiasts and professionals, Business analysts and managers, software engineers, data engineers.
商品描述(中文翻譯)
快速開始使用 Python 3 進行數據可視化，這本逐步詳細的指南將幫助您。這本書以編程友好的方式，使用如 leather、NumPy、Matplotlib 和 Pandas 等庫，將作為商業和科學可視化的範本。
您將首先安裝 Python 3，了解如何在 Jupyter notebook 中工作，並探索 Python 的流行數據可視化圖表庫 Leather。您還將介紹科學 Python 3 生態系統，並學習 NumPy 的基本知識，這是該生態系統的重要組成部分。後面的章節將專注於各種 NumPy 常用例程，以及使用 Matplotlib 開始科學數據可視化。您將回顧使用圖形和網絡可視化 3D 數據，並最終通過 Pandas 進行數據可視化，包括 COVID-19 數據集的可視化。
代碼示例已在 Ubuntu、Windows 和 Raspberry Pi OS 等流行平台上進行測試。通過《Practical Python Data Visualization》，您將掌握 Pandas 和 Jupyter notebook 界面的數據可視化核心概念。
您將學到的內容：
- 回顧 Python 數據可視化的實用方面，使用編程友好的抽象
- 在多個平台上安裝 Python 3 和 Jupyter，包括 Windows、Raspberry Pi 和 Ubuntu
- 使用 Pandas 可視化 COVID-19 數據集
本書適合對象：
數據科學愛好者和專業人士、商業分析師和經理、軟體工程師、數據工程師。
作者簡介
Ashwin Pajankar holds a Master of Technology from IIIT Hyderabad, and has over 25 years of programming experience. He started his journey in programming and electronics at the tender age of 7 with BASIC programming language and is now proficient in Assembly programming, C, C++, Java, Shell Scripting, and Python. Other technical experience includes single board computers such as Raspberry Pi and Banana Pro, and Arduino.
He is currently a freelance online instructor teaching programming bootcamps to more than 60,000 students from tech companies and colleges. His Youtube channel has an audience of 10000 subscribers and he has published more than 15 books on programming and electronics with many international publications.
作者簡介(中文翻譯)
Ashwin Pajankar 擁有印度海德拉巴國際資訊科技學院 (IIIT Hyderabad) 的科技碩士學位，並擁有超過 25 年的程式設計經驗。他在 7 歲時便開始了程式設計和電子學的旅程，當時使用 BASIC 程式語言，現在精通組合語言 (Assembly)、C、C++、Java、Shell 腳本和 Python。其他技術經驗包括單板電腦，如 Raspberry Pi 和 Banana Pro，以及 Arduino。
他目前是一名自由職業的線上講師，教授程式設計訓練營，學生來自超過 60,000 名科技公司和大學。他的 YouTube 頻道擁有 10,000 名訂閱者，並且已經出版了超過 15 本有關程式設計和電子學的書籍，並有許多國際出版物。
