Python Home Page

Python Development
What should Student Developers learn?

  1. Python 3.12 is used for most of our backend PBL. HTML, CSS, JavaScript will be used in frontend
  2. Visuals Studio Code (VS Code) is the primary editor, Interactive Development Environment (IDE).
  3. GitHub. Managing and sharing code change, branches, pull requests, issues, and more will be through GitHub.
  4. DevOps. Python programmers should have a passion for managing the environment and learning automation (Git, Linux, Bash, Python Packages, Docker).
  5. API and Microservice using Flask. Mastering development techniques in creating and consuming RESTful APIs

Go somewhere
Flask Development
What is Flask? How do I start Web development?

  1. Flask Framework is the popular Web Application development framework of Python.
  2. Blueprint is Python technique to help abstract complexity, moving information into independent files and directories. Blueprints are intended to encapsulate feature-sized sections of our application into well organized files.
  3. HTML using Bootstrap is a great way to build interesting pages and reduce CSS
  4. Jinja2 is a server-side Python like template engine, supports HTML5 web development, and provides full integration with Flask.

Go somewhere
Backend and Persistence
How do you manage Persistent data with Python?

  1. A Database is an example of persistent data that is held on a computer. Programming languages and frameworks allow you to store and retrive data.
  2. SQL stands for Structured Query Language · SQL lets you access and manipulate databases and has become a long lasting development standard.
  3. SQLAlchemy is the Python SQL toolkit and Object Relational Mapper (ORM) that gives application developers the full power and flexibility of SQL.
  4. There are many newer and sometimes easier Database languages and frameworks. Mongo, DynamoDB, Neo4J are Databases being used by students developers in last 3 years.

Go somewhere

Model • View • Control

Improve your chances

This Titanic demo uses a Python model, a Flask API controller, and a JavaScript view to estimate survival odds and suggest historically stronger conditions.

Held-out accuracy: Loading...
Top signals: Loading...

Enter a passenger profile to evaluate the baseline scenario.

Passenger profile
Prediction
Survive --
Die --
Top passenger factors
  • Submit the form to see which features helped or hurt this passenger most.
Improve your chances

The model will suggest historically stronger conditions when they improve the forecast.

  • Suggested adjustments will appear here after prediction.