         Python with Plotly and Dash培訓(xùn)

Introduction

Data Science in Depth

What is Plotly? What is Dash?
Pandas overview
Numpy overview
Plotly Basics

Plots
Heatmaps
Preparing the Development Environment

Installing and configuring Plotly
Installing and configuring Dash
Dash Core Components

Using drowdown and slider components
Uploading CSV, XLS, and images
Working with Dash layouts
Converting Plotly plots to dashboards
Using callbacks
Working with inputs and outputs
Dash Dashboards

Pulling API data
Building a binance dashboard
Connecting Dash components
Using alpha vantage
Cleaning data
Controlling callbacks
Updating graphs
Working with layout updating
Deployment

Working with app authorization
Deploying with Heroku
Summary and Conclusion