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Index
Title Page Copyright and Credits
Learning Jupyter 5 Second Edition
Packt Upsell
Why subscribe? PacktPub.com
Contributors
About the author About the reviewer Packt is searching for authors like you
Preface
Who this book is for What this book covers To get the most out of this book
Download the example code files Conventions used
Get in touch
Reviews
Introduction to Jupyter
First look at Jupyter Installing Jupyter Notebook structure Notebook workflow Basic Notebook operations
File operations
Duplicate Rename Delete Upload New text file New folder New Python 3
Security in Jupyter
Security digest Trust options
Configuration options for Jupyter Summary
Jupyter Python Scripting
Basic Python in Jupyter Python data access in Jupyter Python pandas in Jupyter Python graphics in Jupyter Python random numbers in Jupyter Summary
Jupyter R Scripting
Adding R scripting to your installation
Adding R scripts to Jupyter on macOS Adding R scripts to Jupyter on Windows Adding R packages to Jupyter R limitations in Jupyter
Basic R in Jupyter R dataset access R visualizations in Jupyter
R 3D graphics in Jupyter R 3D scatterplot in Jupyter
R cluster analysis R forecasting R machine learning
Dataset
Summary
Jupyter Julia Scripting
Adding Julia scripting to your installation
Adding Julia scripts to Jupyter Adding Julia packages to Jupyter
Basic Julia in Jupyter Julia limitations in Jupyter Standard Julia capabilities Julia visualizations in Jupyter
Julia Gadfly scatterplot Julia Gadfly histogram Julia Winston plotting
Julia Vega plotting
Julia PyPlot plotting
Julia parallel processing Julia control flow Julia regular expressions Julia unit testing Summary
Jupyter Java Coding
Adding the Java kernel to your installation
Installing Java 9 or later A Jupyter environment is required Configuring IJava
Downloading the IJava project from GitHub Building and installing the kernel Available options
Jupyter Java console Jupyter Java output Java Optional Java compiler errors Java lambdas Java Collections
Java streams
Java summary statistics Summary
Jupyter JavaScript Coding
Adding JavaScript scripting to your installation
Adding JavaScript scripts to Jupyter on macOS or Windows
JavaScript Hello World Jupyter Notebook
Adding JavaScript packages to Jupyter
Basic JavaScript in Jupyter JavaScript limitations in Jupyter Node.js d3 package Node.js stats-analysis package Node.js JSON handling Node.js canvas package Node.js plotly package Node.js asynchronous threads Node.js decision-tree package Summary
Jupyter Scala
Installing the Scala kernel Scala data access in Jupyter Scala array operations Scala random numbers in Jupyter Scala closures Scala higher-order functions Scala pattern matching Scala case classes Scala immutability Scala collections Named arguments Scala traits Summary
Jupyter and Big Data
Apache Spark
Installing Spark on macOS Windows install
First Spark script Spark word count Sorted word count Estimate pi Log file examination Spark primes Spark text file analysis Spark evaluating history data Summary
Interactive Widgets
Installing widgets Widget basics Interact widget
Interact widget slidebar Interact widget checkbox Interact widget textbox Interact dropdown
Interactive widget Widgets
The progress bar widget The listbox widget The text widget The button widget Widget properties Adjusting widget properties Adjusting properties Widget events Widget containers
Summary
Sharing and Converting Jupyter Notebooks
Sharing Notebooks
Sharing Notebooks on a Notebook server
Sharing encrypted Notebooks on a Notebook server
Sharing Notebooks on a web server Sharing Notebooks through Docker Sharing Notebooks on a public server
Converting Notebooks
Notebook format Scala format HTML format Markdown format Restructured text format LaTeX format PDF format
Summary
Multiuser Jupyter Notebooks
A sample interactive Notebook JupyterHub
Installation Operation Continuing with operations JupyterHub summary
Docker
Installation Starting Docker Building your Jupyter image for Docker Docker summary
Summary
What's Next?
JupyterHub JupyterLab Scale Custom frontends Interactive computing standards Summary
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