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