100 Days of Code: The Complete Python Pro Bootcamp
Most projects ideas come from the Udemy course: 100 Days of Code: The Complete Python Pro Bootcamp
🔰 Beginner
- Day 1: Working with Variables in Python to Manage Data
- Day 2: Understanding Data Types and How to Manipulate Strings
- Day 3: Control Flow and Logical Operators
- Day 4: Randomisation and Python Lists
- Day 5: Python Loops
- Day 6: Python Functions & Karel
- Day 7: Hangman
- Day 8: Function Parameters & Caesar Cipher
- Day 9: Dictionaries, Nesting and the Secret Auction
- Day 10: Functions with Outputs
- Day 11: The Blackjack Capstone Project
- Day 12: Scope & Number Guessing Game
- Day 13: Debugging: How to Find and Fix Errors in your Code
- Day 14: Higher Lower Game Project
📚 Intermediate
- Day 15: Local Development Environment Setup & the Coffee Machine
- Day 16: Object Oriented Programming (OOP)
- Day 17: The Quiz Project & The Benefits of OOP
- Day 18: Turtle & the Graphical User Interface (GUI)
- Day 19: Instances, State and Higher Order Functions
- Day 20: Build the Snake Game Part 1: Animation & Coordinates
- Day 21: Build the Snake Game Part 2: Inheritance & List Slicing
- Day 22: Build Pong: The Famous Arcade Game
- Day 23: The Turtle Crossing Capstone Project
- Day 24: Files, Directories and Paths
- Day 25: Working with CSV Data and the Pandas Library
- Day 26: List Comprehension and the Nato Alphabet
- Day 27: Tkinter, *args, **kwargs and Creating GUI Programs
- Day 28: Tkinter, Dynamic Typing and the Pomodoro GUI Application
- Day 29: Building a Password Manager GUI App with Tkinter
- Day 30: Errors, Exceptions and JSON Data: Improving the Password Manager
- Day 31: Flash Card App Capstone Project
👨💻 Intermediate+
- Day 32: Send Email (smtplib) & Manage Dates (datetime) - Automated Birthday Wisher
- Day 33: API Endpoints & API Parameters - ISS Overhead Notifier
- Day 34: API Practice - Creating a GUI Quiz App
- Day 35: Keys, Authentication & Environment Variables - Telegram Rain Notifier
- Day 36: Stock Trading News Alert Project
- Day 37: Habit Tracking Project: API Post Requests & Headers
- Day 38: Workout Tracking Using Google Sheets
- Day 39: Capstone Part 1: Flight Deal Finder
- Day 40: Capstone Part 2: Flight Club
- Day 41: Introduction to HTML
- Day 42: Intermediate HTML
- Day 43: Introduction to CSS
- Day 44: Intermediate CSS
- Day 45: Web Scraping with Beautiful Soup
- Day 46: Create a Spotify Playlist Using The Musical Time Machine
- Day 47: Create an Automated Amazon Price Tracker
- Day 48: Selenium Webdriver Browser and Game Playing Bot
- Day 49: Automating Job Applications on LinkedIn
- Day 50: Auto Tinder Swiping Bot
- Day 51: Internet Speed Twitter Complaint Bot
- Day 52: Instagram Follower Bot
- Day 53: Web Scraping Capstone - Data Entry Job Automation
- Day 54: Introduction to Web Development with Flask
- Day 55: HTML & URL Parsing in Flask and the Higher Lower Game
- Day 56: Rendering HTML/Static Files and Using Website Templates
- Day 57: Templating with Jinja in Flask Applications
- Day 58: Web Foundation Boostrap
🏆 Advanced
- Day 59: Blog Capstone Project Part 2 - Adding Styling
- Day 60: Make POST Requests with Flask and HTML Forms
- Day 61: Building Advanced Forms with Flask-WTForms
- Day 62: Flask, WTForms, Bootstrap, and CSV - Coffee & Wifi Project
- Day 63: Databases and with SQLite and SQLAlchemy
- Day 64: My Top 10 Movies Website
- Day 65: How to Create a Website That People Will Love
- Day 66: Building Your Own API with RESTful Routing
- Day 67: Blog Capstone Project Part 3 - RESTful Routing
- Day 68: Authentication with Flask
- Day 69: Blog Capstone Project Part 4 - Adding Users
- Day 70: Deploying Your Web Application with Heroku
- Day 71: Data Exploration with Pandas: College Major vs. Your Salary
- Day 72: Data Visualisation with Matplotlib: Programming Languages
- Day 73: Aggregate & Marge Data with Pandas: Analyse the Lego Dataset
- Day 74: Google Trends Data: Resampling and Visualising Time Series
- Day 75: Beautiful Plotly Charts & Analysing the Android App Store
- Day 76: Computation with NumPy and N-Dimensional Arrays
- Day 77: Linear Regression and Data Visualisation with Seaborn
- Day 78: Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn
- Day 79: The Tragic Discovery of Handwashing: t-Tests & Distributions
- Day 80: Capstone Project - Predict House Prices
⚔ Professional Portfolio Projects
- Day 81: Text to Morse Code Converter
- Day 82: Portfolio Website
- Day 83: Tic Tac Toe
- Day 84: Image Watermarking Desktop App
- Day 85: Typing Speed Test App
- Day 86: Breakout: The Famous Arcade Game
- Day 87: Cafe and Wifi Website
- Day 88: To Do Agenda App
- Day 89: Disappearing Text Writing App
- Day 90: Convert PDF to Audiobook
- Day 91: Image to Color List
- Day 92: Amazon Canada Web Scraper
- Day 93: Google Dinosaur Game Bot
- Day 94: Space Invaders
- Day 95: Custom API
- Day 96: An Online Shop
- Day 97: Percentage Calculator
- Day 98: Analyzing and Visualizing the Space Race
- Day 99: Analyzing Deaths Involving Police in the United States
- Day 100: Predicting Earnings using Multivariable Regression
⚙ Tools and Technologies Covered
- Python 3
- PyCharm, Jupyter Notebook, Google Colab
- Python Scripting and Automation
- Python Game Development
- Web Scraping
- Beautiful Soup
- Selenium Web Driver
- Request
- WTForms
- Data Science
- Pandas
- NumPy
- Matplotlib
- Plotly
- Scikit learn
- Seaborn
- Turtle
- Python GUI Desktop App Development
- Tkinter
- Front-End Web Development
- HTML 5
- CSS 3
- Bootstrap 4
- Bash Command Line
- Git, GitHub and Version Control
- Backend Web Development
- Flask
- REST
- APIs
- Databases
- SQL
- SQLite
- PostgreSQL
- Authentication
- Web Design
- Deployment with GitHub Pages, Heroku and GUnicorn