Jupyter In Depth [Video]

Jupyter In Depth [Video]

Jesse Bacon

An Immersive look at the Jupyter Software
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Video Details

ISBN 139781788296069
Course Length1 hour 43 minutes

Video Description

Jupyter has emerged as a popular tool for code exposition and the sharing of research artefacts. It has interactive display capabilities and the pluggable kernel system allows data scientists to switch back and forth between multiple programming languages.

The course will walk you through the core modules and standard capabilities of the console, client, and notebook server. By exploring the Python language, you will be able to get starter projects for configurations management, file system monitoring, and encrypted backup solutions for safeguarding their data. In the final Sections, you will be able to build dashboards in a Jupyter notebook to report back information about the project and the status of various Jupyter components.

Style and Approach

This course will use a hands on approach to thoroughly investigate and extend the resources available to Jupyter users.

Table of Contents

Getting Started with Jupyter Interfaces
The Course Overview
Setting Up
Jupyter CLI Introduction
The Jupyter Core Module
The Jupyter Client
The Jupyter Console
Jupyter Configuration
Generating Configurations from the CLI
Storing Configurations
Configuration Extras
The Jupyter Notebook
Ipyleaflet
More Fun with Ipywidgets
Using the GitHub API
Utilizing Twitter
Extensions and Customizations
The Notebook Package
Gdrive Custom Content Managers
Customer Bundler Extensions
Custom File Save Hook
Custom Request Handlers
Dashboards
Crafting a Dashboard
The Dashboard Server
Bokeh Dashboards

What You Will Learn

  • Configuring Jupyter, Console, Client and Core Modules
  • Accessing the Logger and using widgets
  • Building Data Dashboards
  • Monitoring Application Directories
  • Using Remote Notebooks

Authors

Table of Contents

Getting Started with Jupyter Interfaces
The Course Overview
Setting Up
Jupyter CLI Introduction
The Jupyter Core Module
The Jupyter Client
The Jupyter Console
Jupyter Configuration
Generating Configurations from the CLI
Storing Configurations
Configuration Extras
The Jupyter Notebook
Ipyleaflet
More Fun with Ipywidgets
Using the GitHub API
Utilizing Twitter
Extensions and Customizations
The Notebook Package
Gdrive Custom Content Managers
Customer Bundler Extensions
Custom File Save Hook
Custom Request Handlers
Dashboards
Crafting a Dashboard
The Dashboard Server
Bokeh Dashboards

Video Details

ISBN 139781788296069
Course Length1 hour 43 minutes
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