Learning Jupyter

Name: Learning Jupyter
Price: 1957 TWD
Availability: OnlineOnly
Author: Dan Toomey
ISBN: 1785884875

Dan Toomey

出版商: Packt Publishing
出版日期: 2016-11-30
售價: $2,060
貴賓價: 9.5 折 $1,957
語言: 英文
頁數: 305
裝訂: Paperback
ISBN: 1785884875
ISBN-13: 9781785884870
相關分類: Python、程式語言

海外代購書籍(需單獨結帳)

商品描述

Key Features

Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide
This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease
This easy-to-follow, highly practical guide lets you forget your worries in scientific application development by leveraging big data tools such as Apache Spark, Python, R etc

Book Description

Jupyter Notebook is a web-based environment that enables interactive computing in notebook documents. It allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Jupyter Notebook system is extensively used in domains such as data cleaning and transformation, numerical simulation, statistical modeling, machine learning, and much more.

This book starts with a detailed overview of the Jupyter Notebook system and its installation in different environments. Next we’ll help you will learn to integrate Jupyter system with different programming languages such as R, Python, JavaScript, and Julia and explore the various versions and packages that are compatible with the Notebook system. Moving ahead, you master interactive widgets, namespaces, and working with Jupyter in a multiuser mode.

Towards the end, you will use Jupyter with a big data set and will apply all the functionalities learned throughout the book.

What you will learn

Install and run the Jupyter Notebook system on your machine
Implement programming languages such as R, Python, Julia, and JavaScript with Jupyter Notebook
Use interactive widgets to manipulate and visualize data in real time
Start sharing your Notebook with colleagues
Invite your colleagues to work with you in the same Notebook
Organize your Notebook using Jupyter namespaces
Access big data in Jupyter

About the Author

Dan Toomey has been developing applications for over 20 years. He has worked in a variety of industries and size companies in roles from sole contributor to VP/CTO level. For the last 10 years or so, he has been contracting to companies in the eastern Massachusetts area. Dan has been contracting under Dan Toomey Software Corp. Again, as a contractor developer in the area. Dan has also written R for Data Sciences with Packt Publishing.

Introduction to Jupyter
Jupyter Python Scripting
Jupyter R Scripting
Jupyter Julia Scripting
Jupyter JavaScript Coding
Interactive Widgets
Sharing and Converting Jupyter Notebooks
Multiuser Jupyter Notebooks
Jupyter Scala
Jupyter and Big Data

商品描述(中文翻譯)

主要特點

透過這本獨特的指南，您可以在同一個平台上學習編寫、執行和註解您的程式碼和公式

這本關於 Project Jupyter 的一站式解決方案將教您如何輕鬆進行科學計算

這本易於跟隨、實用性極高的指南，讓您可以利用 Apache Spark、Python、R 等大數據工具，輕鬆應對科學應用開發的困憂

書籍描述

Jupyter Notebook 是一個基於網頁的環境，可以在筆記本文件中進行互動計算。它允許您創建和分享包含活動代碼、方程式、可視化和解釋性文本的文件。Jupyter Notebook 系統在數據清理和轉換、數值模擬、統計建模、機器學習等領域被廣泛使用。

本書首先詳細介紹了 Jupyter Notebook 系統及其在不同環境中的安裝。接下來，我們將幫助您學習如何將 Jupyter 系統與 R、Python、JavaScript 和 Julia 等不同的編程語言集成，並探索與 Notebook 系統兼容的各種版本和套件。在進一步深入之後，您將掌握互動式小工具、命名空間以及在多用戶模式下使用 Jupyter 的技巧。

最後，您將使用大數據集合在 Jupyter 中應用本書中學到的所有功能。

您將學到什麼

在您的電腦上安裝並運行 Jupyter Notebook 系統

使用 Jupyter Notebook 實現 R、Python、Julia 和 JavaScript 等編程語言

使用互動式小工具實時操作和可視化數據

與同事共享您的筆記本

邀請您的同事在同一個筆記本中與您合作

使用 Jupyter 命名空間組織您的筆記本

在 Jupyter 中訪問大數據

關於作者

Dan Toomey 在過去 20 年中一直從事應用程式開發。他曾在各種行業和規模的公司擔任從單一貢獻者到副總裁/首席技術官等職位。在過去的 10 年左右，他一直在馬薩諸塞州東部地區的公司承包工作。Dan 在該地區以承包開發人員的身份進行承包工作。Dan 也曾與 Packt Publishing 合作撰寫了《R for Data Sciences》一書。