Workshops
Web Dev Advanced
- React (HTML/JS experience recommended but not necessary)
- Basics of React, components/communication between components
- Basics of React Hooks/States
- Database Usage (Firebase)
- How to setup the database (Firebase console, config file)
- How to extract/add data from the database and display it on a website
APIs
- What an API is
- How to use APIs (e.g., retrieving current stock prices)
- What are REST APIs
- Creating your own REST API with GET/POST requests using ExpressJS
Python Beginner
- Python setup, printing, input
- Data types, conditionals, functions, loops
- Enough information for ML workshops
HTML
- Basics of HTML
- Simple tags and page layout
- Enough information to make simple websites and React workshop
Machine Learning
Intro to ML & TensorFlow
- Python experience recommended but not required (info from Python workshop is sufficient)
- What is Machine Learning
- Supervised vs Unsupervised Learning
- Classifying images of clothes using TensorFlow Neural Networks