Python Projects for freeCodeCamp Curriculum

8. [Python] Object Oriented Programming in Python
• Learn Python Basics by Building a Blackjack Game
• Learn Intermediate Python by Building a Contact Book Program
• Learn Object Oriented Programming by Building a Minesweeper Game
• Learn Recursion by Solving the Tower of Hanoi Puzzle
• Required Project: Pig Latin Translator
• Required Project: Time Calculator
• Required Project: Stack Calculator
• Required Project: Budgeting App (using Object Oriented Programming)
• Required Project: Area Calculator for Rectangles and Squares (using Object Oriented Programming)
  (Create a Rectangle and Square class that both have a "computer_area" method. The square class should inherit from the rectangle class. An instance of the rectangle class has attributes width and height. An instance of the square class has the attribute side.)


9. [Python] Data Analysis
• Learn NumPy Basics by Building Conway's Game of Life
• Learn Pandas by Analyzing Sales Data
• Learn Data Wrangling by Organizing the USDA Food Database
• Learn matplotlib and Data Visualization by Graphing Website Analytics
• Required Project: Learn to Use Time Series Data by Analyzing Weather Data
• Required Project: Analyze board game data with Pandas
• Required Project: Graph population data with matplotlib
• Required Project: Create and manipulate arrays with Numpy (Because of the nature of Numpy, I propose this project is more of a list of things to do rather than a single coherent project.)
• Required Project: Predict future temperatures using historical temperature data
• Required Project: Clean, organize, and visualize movie review data

10. [Python] Machine Learning
• Learn the Basics of Machine Learning by Building a Program to Identify Handwritten Digits
• Learn Tensorflow by Building a Movie Recommendation System
• Learn Regression Models by Building a House Price Predictor
• Learn Classification Algorithms by Classifying Iris Flower Images
• Learn Deep Learning by Analyzing Traffic Signals
• Required Project: Write an algorithm to classify images of cats and dogs
• Required Project: Build a music recommendation system
• Required Project: Determine fuel economy using linear regression
• Required Project: Analyze text with a neural network