Course Outline
Introduction
Data Science in Depth for Government
- What is Plotly? What is Dash?
- Pandas Overview for Government
- Numpy Overview for Government
Plotly Basics for Government
- Creating Plots
- Generating Heatmaps
Preparing the Development Environment for Government
- Installing and Configuring Plotly
- Installing and Configuring Dash
Dash Core Components for Government
- Utilizing Dropdown and Slider Components
- Uploading CSV, XLS, and Image Files
- Designing Dash Layouts
- Converting Plotly Plots into Dashboards
- Implementing Callbacks
- Managing Inputs and Outputs
Dash Dashboards for Government
- Retrieving Data from APIs
- Constructing a Binance Dashboard
- Linking Dash Components
- Leveraging Alpha Vantage
- Data Cleaning Techniques
- Controlling Callbacks for Enhanced Functionality
- Updating Graphs in Real-Time
- Managing Layout Updates
Deployment for Government
- Implementing App Authorization
- Deploying Applications with Heroku
Summary and Conclusion for Government
Requirements
Prerequisites
- Experience with Python
Audience
- Data analysts for government
Testimonials (3)
Content and example. virtual computer is helpful (my version of anaconda does not have Dash library yet)
Jennifer Ni - AllianceBernstein
Course - Python with Plotly and Dash
I did like that there was a prominent hands on component. Kritika was very personable, knowledgeable, and helpful.
Noah Zarr - AllianceBernstein
Course - Python with Plotly and Dash
Instructor is an expert in her subject matter. Teaching over zoom can be difficult since it's hard to gauge your audience but the instructor did great.
