Set Up Your Local Development Environment Data Processing Create a Dash Application Improve Your Dash Application Test Your Dash Application Automate Your Test Suite (Bonus Task)

Creating a data model Implement a data model

Object Oriented Programming Code Refactoring Continuous Integration Agile Planning

Create a state diagram Write a feature proposal Query data from the web Visualize live data

Create a Proposal for a RESTful Web Service Build a Basic RESTful Web Service Implement the Ability to Upload Data Create Unit Tests

Write a Feature Proposal Create a Game Object Class Improve Inventory System Character Creators

Interface with a stock price data feed Use JPMorgan Chase & Co. frameworks and tools Display data visually for traders Bonus task: Open source contribution

Advanced Data Structures Software Architecture Relational Database Design Data Munging

Crack leaked password database