Jupyter Notebook 101
Jupyter Notebook 101
About the Book
Jupyter Notebook 101 will teach you all you need to know to create and use Notebooks effectively. You can use Jupyter Notebook to help you learn to code, create presentations, and make beautiful documentation.
The Jupyter Notebook is used by the scientific community to demonstrate research in an easy-to-replicate manner.
You will learn the following in Jupyter Notebook 101:
- How to create and edit Notebooks
- How to add styling, images, graphs, etc
- How to configure Notebooks
- How to export your Notebooks to other formats
- Notebook extensions
- Using Notebooks for presentations
- Notebook Widgets
- and more!
About the Author
Bundles that include this book
Table of Contents
-
Introduction
- About the Author
- Conventions
- Prerequisites
- Installing with Anaconda
- Installing with pip
- Verify Jupyter Notebook Installation
- Reader Feedback
- Errata
- Code Examples
-
Chapter 1 - Creating a Notebook
- Creating a Notebook
- Naming a Notebook
- Running a Cell
- Cell Management
- The View Menu
- The Insert Menu
- The Cell Menu
- The Kernel Menu
- Starting a Terminal in the Browser
- Managing Notebooks
- Jupyter Clusters
- Wrapping Up
-
Chapter 2 - Creating Rich Text in Notebooks
- Styling a Cell
- Wrapping Up
-
Chapter 3 - Jupyter Notebook Configuration
- Notebook Defaults
- The Common Configuration System
- Notebook Server
- The Front-End Client
- Notebook Extensions
- Wrapping Up
-
Chapter 4 - Distributing Notebooks
- Using Github
- binder
- Google’s Colaboratory
- Microsoft Azure Notebooks
- Running a Notebook Server
- Wrapping Up
-
Chapter 5 - Exporting Notebooks
- Using nbconvert
- Converting Multiple Notebooks
- Executing Notebooks
- Executing Notebooks with Python
- Configuration
- Wrapping Up
-
Chapter 6 - Notebook Extensions
- Kernels
- IPython Kernel Extensions
- Notebook Server Extensions
-
Chapter 7 - Notebook Widgets with interact
- Getting Started
- Learning How to Interact
- More About Sliders
- Using interact as a decorator
- Fixed Arguments
- The interactive function
- Wrapping Up
-
Chapter 8 - Working with Widgets
- Creating a Widget
- Closing a Widget
- Properties and Keys of a Widget
- Linking Two Widgets
- Events
- Layout
- Wrapping Up
-
Chapter 9 - Slideshows
- Creating a Slideshow
- Getting Started with RISE
- Wrapping Up
-
Chapter 10 - Debugging
- Using pdb
- ipdb
- What about %%debug?
- Wrapping Up
-
Chapter 11 - Testing
- Execute and Check
- The py.test Plugin
- Testing within the Notebook
- Wrapping Up
-
Chapter 12 - JupyterLab
- Installation
- Running JupyterLab
- The File Browser
- Special URLS
- Creating and Using Notebooks
- The Cell Inspector
- Using Files
- The Text Editor
- Interactive Code Consoles
- Terminals
- The Command Palette
- Supported File Types
- A Word on Extensions
- Wrapping Up
-
Appendix A - Magic Commands
- Line Magics
- Cell Magics
- Wrapping Up
-
Appendix B - Running Other Programming Languages
- Adding a New Language
- Running Ruby
- Running Multiple Languages
- Wrapping Up
-
Appendix C - Keyboard Shortcuts
- Command Mode
- Edit Mode
- Commonly Used Shortcuts
- Opening the Command Palette
- View all Shortcuts
- Editing Shortcuts
- Wrapping Up
- Afterword and Thanks
The Leanpub 45-day 100% Happiness Guarantee
Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Do Well. Do Good.
Authors have earned$10,799,408writing, publishing and selling on Leanpub, earning 80% royalties while saving up to 25 million pounds of CO2 and up to 46,000 trees.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Top Books
- #1
Aprendiendo Git
Miguel Angel Durán GarcíaGit no es complicado... ¡Si lo entiendes! 😜
¿Sientes que sabes usarlo porque has memorizado todos los comandos que necesitas? ¡Pero no entiendes qué hace cada cosa y por qué! Así es normal que, cuando exista un problema, te cueste resolverlo.
¡Con este libro vas a entender de una vez por todas todo lo que es Git y cómo sacarle provecho!
- #2
C++20
Rainer GrimmC++20 is the next big C++ standard after C++11. As C++11 did it, C++20 changes the way we program modern C++. This change is, in particular, due to the big four of C++20: ranges, coroutines, concepts, and modules.
- #3
Introducing EventStorming
Alberto BrandoliniThe deepest tutorial and explanation about EventStorming, straight from the inventor.
- #4
Functional Programming Made Easier
Charles ScalfaniA Functional Programming book from beginner to advanced without skipping a single step along the way.
In my 40 years of programming, I've felt that programming books always let me down, especially Functional Programming books. So, I wrote the book I wish I had 5 years ago.
Functional Programming will never be easy, but it can be easier.
- #5
Windows 10 System Programming, Part 2
Pavel Yosifovich - #6
Ansible for DevOps
Jeff GeerlingAnsible is a simple, but powerful, server and configuration management tool. Learn to use Ansible effectively, whether you manage one server—or thousands.
- #7
Jetpack Compose internals
Jorge CastilloJetpack Compose is the future of Android UI. Master how it works internally and become a more efficient developer with it. You'll also find it valuable if you are not an Android dev. This book provides all the details to understand how the Compose compiler & runtime work, and how to create a client library using them.
- #8
Thinking with Types
Sandy MaguireThis book aims to be the comprehensive manual for type-level programming. It's about getting you from here to there---from a competent Haskell programmer to one who convinces the compiler to do their work for them.
- #9
node-opcua by example
Etienne RossignonGet the best out of node-opcua through a set of documented examples by the author himself that will allow you to create stunning OPCUA Servers or Clients.
- #10
OpenIntro Statistics
David Diez, Christopher Barr, Mine Cetinkaya-Rundel, and OpenIntroA complete foundation for Statistics, also serving as a foundation for Data Science.
Leanpub revenue supports OpenIntro (US-based nonprofit) so we can provide free desk copies to teachers interested in using OpenIntro Statistics in the classroom and expand the project to support free textbooks in other subjects.
More resources: openintro.org.
Top Bundles
- #1
Software Architecture for Developers: Volumes 1 & 2 - Technical leadership and communication
2 Books
"Software Architecture for Developers" is a practical and pragmatic guide to modern, lightweight software architecture, specifically aimed at developers. You'll learn:The essence of software architecture.Why the software architecture role should include coding, coaching and collaboration.The things that you really need to think about before... - #2
CCIE Service Provider Ultimate Study Bundle
2 Books
Piotr Jablonski, Lukasz Bromirski, and Nick Russo have joined forces to deliver the only CCIE Service Provider training resource you'll ever need. This bundle contains a detailed and challenging collection of workbook labs, plus an extensively detailed technical reference guide. All of us have earned the CCIE Service Provider certification... - #3
The Python Craftsman
3 Books
The Python Craftsman series comprises The Python Apprentice, The Python Journeyman, and The Python Master. The first book is primarily suitable for for programmers with some experience of programming in another language. If you don't have any experience with programming this book may be a bit daunting. You'll be learning not just a programming... - #4
Modern C++ Collection
3 Books
Get All about Modern C++C++ Standard Library, including C++20Concurrency with Modern C++, including C++20C++20Each book has about 200 complete code examples. Updates are included. When I update one of the books, you immediately get the updated bundle. You can expect significant updates to each new C++ standard (C++23, C++26, .. ) and also... - #7
Pattern-Oriented Memory Forensics and Malware Detection
2 Books
This training bundle for security engineers and researchers, malware and memory forensics analysts includes two accelerated training courses for Windows memory dump analysis using WinDbg. It is also useful for technical support and escalation engineers who analyze memory dumps from complex software environments and need to check for possible... - #9
Development and Deployment of Multiplayer Online Games, Part ARCH. Architecture (Vol. I-III)
3 Books
What's the Big Idea? The idea behind this book is to summarize the body of knowledge that already exists on multiplayer games but is not available in one single place.And quite a fewof the issues discussed within this series (planned as three nine volumes ~300 pages each), while known in the industry, have not been published at all (except for...
