Python Learning

This is a collection of the Python code I wrote for a high school programming class where we followed the lessons and tasks from Program Arcade Games. At the end, I also did a final project exploring machine learning using the Titanic dataset.

Using My Code

Please refer to the LICENSE if you would like to use any of my code

Programs

Labs - This is the code I wrote for the labs at the end of the first 10 chapters on the website

Learning - This is a mix of code I wrote to get comfortable with different concepts in Python

• Graphics Basics - Trying out Pygame
• Data Frames - Practice with interacting with spreadsheets
• Linear Regression - Playing around with linear regression

Final Project - This is my final project where I explored machine learning by analyzing the Titanic disaster. Within the folder you can see my weekly progression through the project.

• Random Forest - My final Python program for the project
• train.csv and test.csv - Spreadsheets to train and test the machine learning model

Here is a video demo of the final result:

Final.Project.mp4