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Index
Learning Jupyter 5, Second Edition 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 Table of Contents 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 Other Books You May Enjoy Leave a review - let other readers know what you think
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