README.md

100-Days-of-Code-The-Complete-Python-Pro-Bootcamp

Instructor: Dr. Angela Yu

~ Hi! I'm Ryn, I am committed to completing the 100 days of code Python challenge. I hereby pledge to code and practice Python programming for 100 days or more. I will keep myself on track, even though some days I might feel tired or frustrated. I will keep myself accountable, even though I have lots of things to do. I will overcome difficulties & achieve my goals ~

// compiling my files here didn't actually cross my mind until day 22 so real time updates actually started at day 22 //

🦾Technologies and tools

Category	Tools
IDEs and Editors
Web Development
Scripting and Automation
Data Science
Version Control and Collaboration
Databases
Deployment

🏞️ Portfolio Projects

Project Title	GitHub Repository
Day 100 - QR Generator Telegram Bot	GitHub Link
Day 99 - Video downloader Telegram Bot	GitHub Link
Day 98 - Custom Automation	GitHub Link
Day 97 - An Online Shop	GitHub Link
Day 96 - Custom API Based Website	GitHub Link
Day 95 - Space Invaders	GitHub Link
Day 94 - Automate the Google Dinosaur Game	GitHub Link
Day 93 - Custom Web Scraper	GitHub Link
Day 92 - Image Colour Palette Generator	GitHub Link
Day 91 - Convert PDF to Audiobook	GitHub Link
Day 90 - Disappearing Text Writing App	GitHub Link
Day 89 - Todo List	GitHub Link
Day 88 - Cafe & Wifi Website	GitHub Link
Day 87 - Breakout Game	GitHub Link
Day 86 - Typing Speed Test	GitHub Link
Day 85 - Image Watermarking Desktop app	GitHub Link
Day 84 - Tic Tac Toe	GitHub Link
Day 83 - Portfolio	GitHub Link
Day 82 - Text to Morse Code	GitHub Link

🌳 Advanced +

Topic	GitHub Repository
Day 80 - Predict House Prices	GitHub Link
Day 79 - The tragic discovery of handwashing: t-Tests & Distribution	GitHub Link
	Preliminary Data Exploration & Visualising Births & Deaths at Vienna Hospital Visualising Distributions & Testing for Statistical Significance
Day 78 - Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn	GitHub Link
	plotly Bar & Donut Charts Using Matplotlib to Visualise Trends over time
Day 77 - Linear Regression & Data Visualization with Seaborn	GitHub Link
	Seaborn Data Visualisation: Bubble Charts Plotting Linear Regressions with Seaborn Use scikit-learn to Run own Regression
Day 76 - Computation with Numpy & N-Dimensional Array	GitHub Link
	Generating & Manipulating ndarrays Broadcasting, Scalars & Matrix Multiplication Manipulating Images as ndarrays
Day 75 - Beautiful Plotly Charts & Analysing the Android App Store	GitHub Link
	Data Cleaning: Removing NaN Values & Duplicates Data Visualisation with Plotly: Create Pie & Donut Charts Numeric Type Conversions
Day 74 - Googl Trends Data: Resampling & Visualising Time Series	GitHub Link
	Data Cleaning - Resampling Time Series Data Data Visualisation Using Locatorts & DateFormatters
Day 73 - Aggregate & Merge Data with Pandas: Analyse the LEGO Dataset	GitHub Link
	How to use the Pandas .agg() function Superimposing Line Charts with Seperate Axes Relational Database Schemas: Primary & Foreign Keys How to Merge DataFrames & Create Bar Charts
Day 72 - Data Visualisation with Matplotlib: Programming Languages	GitHub Link
	Data Cleaning Accessing Data Manipulation : Pivoting DataFrames Data Visualization with Matplotlib Multi-Line Charts with Matplotlib
Day 71 - Data Exploration with Pandas: College Major v.s. Your Salary	GitHub Link
	Preliminary Data Exploration & Data Cleaning with Pandas Accessing Columns & Individual Cells in a Dataframe Grouping & Pivoting Data with Pandas
Day 70 - Deploying Web Application with Heroku	GitHub Link
	Version Control & Git Use gunicorn & Heroku to host a website Version Control & Git Setup a WSGI server with gunicorn Upgrade SQlite Database to PostgreSQL
Day 69 - Authentication with Flask	GitHub Link
	Relational Databases
Day 68 - Authentication with Flask	GitHub Link
	Login & Registering Users with Authentication Encryption & Hashing Salting Passwords Hashing Passwords using Werkzeug Authenticating Users with Flask-Login Flask Flash Messages
Day 67 - Blog Capstone Project Part 3 - RESTful Routing	GitHub Link
Day 66 - Building Own API with RESTful Routing	GitHub Link
	HTTP GET Postman - The all in one API Testing Tool HTTP POST HTTP PUT vs. PATCH HTTP DELETE
Day 65 - Web Design School - How to Create a Website that People will Love	GitHub Link
	Understanding Color Theory Understanding Typography and how to Choose Fonts User Experience(UX) Design
Day 64 - My Top 10 Movies Website	GitHub Link
	SQLite Databases SQLAlchemy CRUD Operations with SQLAlchemy
Day 63 - Databases and with SQLite and SQLAlchemy	GitHub Link
	SQLite Databases SQLAlchemy CRUD Operations with SQLAlchemy
Day 62 - Flask, WTForms, Bootstrap and CSV - Coffee & Wifi Project	GitHub Link
Day 61 - Building Advanced Forms with Flask-WTForms	GitHub Link
	Creating Forms with Flask-WTF Adding Validation to Forms with Flask-WTF Flask-Bootstrap Supports WTForms Inheriting Templates Using Jinja2
Day 60 - Blog Capstone Final Make POST Requests with Flask and HTML Forms	GitHub Link
	Handle POST Requests with Flask Servers
Day 59 - Blog Capstone Project Part 2 - Adding Styling	GitHub Link

🌾 Intermediate +

Topic	GitHub Repository
Day 58 - Web Foundation Bootstrap	GitHub Link
	Grid & Layouts Containers Z-index & Stacking Order Media Query Breakpoints Combining Selectors
Day 57 - Templating with Jinja in Flask Applications	GitHub Link
	Using Jinja to Produce Dynamic HTML Multiline Statements with Jinja URL Building with Flask
Day 56 - Rendering HTML/Static Files & Using Website Templates	GitHub Link
	Rendering HTML with Flask Serving Static Files with Flask
Day 55 - HTML & URL Parsing in Flask & the higher lower game	GitHub Link
	Flask URL Paths & Flask Debugger Rendering HTML with Flask Advanced Decorators with *args & **kwargs
Day 54 - Introduction to Web Development with Flask	GitHub Link
	Command line Python Decorators
Day 53 - Web Scraping Capstone - Data Entry Job Automation	GitHub Link
	Beautiful Soup Selenium Web Driver
Day 52 - Instagram follower bot	GitHub Link
	Selenium Web Driver
Day 51 - Internet Speed Twitter Complaint Bot	GitHub Link
	Selenium Web Driver
Day 49 - Automating Job Applications on LinkedIn	GitHub Link
	Selenium Web Driver
Day 48 - Selenium Webdriver Browser & Game playing Bot	GitHub Link
	Selenium Web Driver Forms & Buttons using Selenium Select & Find on a Website with Selenium
Day 47 - Create an Automated Amazon Price Tracker	GitHub Link
Day 46 - Create a Spotify Playlist using Musical Time Machine	GitHub Link
	Authentication with Spotify Spotipy Python Library
Day 45 - Web scraping with Beautiful Soup	GitHub Link
	Beautiful Soup Parsing HTML & Making Soup Finding & Selecting particular elements With Beautiful Soup
Day 44 - Web Foundation part 4 Final	GitHub Link
	Divs The box model of Website Styling Display property Static, Relative & Absolute Positioning
Day 43 - Web Foundation part 3	GitHub Link
	Selectors Classes vs Ids
Day 42 - Web Foundation part 2	GitHub Link
	Tables Forms Publish a website
Day 41 - Web Foundation part 1	GitHub Link
	Anatomy of tags Anchor tags List
Day 40 - Flight Deal Finder Capstone Project Final	GitHub Link
Day 39 - Flight Deal Finder	GitHub Link
	Sheety API Post & Put requests
Day 38 - Workout Tracking Project using Google Sheets	GitHub Link
	Sheety API Post & Put requests
Day 37 - Habit tracking project: API Post Requests & Headers	GitHub Link
	API Post & Delete requests
Day 36 - Stock trading news alert project	GitHub Link
	API's with authentication Sending SMS with python
Day 35 - Keys, Authentication & Environment variables : Send SMS	GitHub Link
	API's with authentication Sending SMS with pythonP
Day 34 - API practice - Creating a GUI quiz app	GitHub Link
	API Quiz app OOP
Day 33 - API endpoints & API parameters - ISS overheard notifier	GitHub Link
	Making HTTP Requests with the Requests module Sending Parameters with the Requests
Day 32 - Send email (smtplib) & Manage dates (datetime)	GitHub Link
	Sending Email with Python & SMTP Working with date & time Hosting Python Code Online with PythonAnywhere

🌿 Intermediate

Topic	GitHub Repository
Day 31 - Flashcard app capstone project	GitHub Link
	Error handling & Exceptions Try
Day 30 - Erros, Exceptions & JSON Data: Improving the password manager app	GitHub Link
	Error handling & Exceptions Try
Day 29 - Building a password manager GUI app with TKinter	GitHub Link
	Password manager with TKinter
Day 28 - Tkinter, Dynamic Typing & the Pomodoro GUI application	GitHub Link
	Strongly Dynamic Typing
Day 27 - Tkinter, *args, **kwargs and creating GUI programs	GitHub Link
	Packing and Unpacking Functions in Python Creating Desktop GUI Apps with Tkinter
Day 26 - List Comprehensions & the NATO alphabet	GitHub Link
	List Comprehensions Dictionary Comprehensions
Day 25 - Working with CSV Data and the Pandas library	GitHub Link
	Reading and Writing to CSV Introduction to the Pandas Framework
Day 24 - Files, Directories & Paths	GitHub Link
	Relative & Absolute Directory path Difference between Main & Parent directory Read & Write files
Day 23 - The Turtle Crossing Capstone Project	GitHub Link
	Class inheritance Debugging using print statement
Day 22 - Build Pong: The famous arcade game	GitHub Link
	Class inheritance Turtle module
Day 21 - Build the Snake Game Part 2: Inheritance & List Slicing	GitHub Link
	Python Inheritance Python Slice Function
Day 20 - Build the Snake Game Part 1: Animation & Coordinates	GitHub Link
	Game Development with Python and OOP Coordinates
Day 19 - Instances, State and Higher Order Functions	GitHub Link
	Python Instances and State Event Listenters
Day 18 - Turtle & the Graphical User Interface (GUI)	GitHub Link
	Using External Python Modules/Import Getting / Setting Attributes Python Turtle
Day 17 - The Quiz Project & the Benefits of OOP	GitHub Link
	Creating Classes in Python Python Methods
Day 16 - Object Oriented Programming (OOP)	GitHub Link
	Python Object Oriented Programming
Day 15 - Local Development Environment Setup & the Coffee Machine	GitHub Link
	PyCharm Tips and Tricks

🌱 Beginner

Topic	GitHub Repository
Day 14 - Higher Lower Game Project	GitHub Link
	Applied Debugging Techniques
Day 13 - Debugging: How to Find and Fix Errors in your Code	GitHub Link
	Slicing the problem into chunks
Day 12 - Scope & Number Guessing Game	GitHub Link
	Scope and Local/Global Variables
Day 11 - The Blackjack Capstone Project	GitHub Link
	Refactoring and calling procedures
Day 10 - Functions with Outputs	GitHub Link
	Returning Functions Return vs. Print Doc strings Doc Strings vs. Comments
Day 9 - Dictionaries, Nesting and the Secret Auction	GitHub Link
	Python Dictionaries and Lists Nested Collections
Day 8 - Function Parameters & Caesar Cipher	GitHub Link
	Positional and Keyword Arguments
Day 7 - Beginner - Hangman	GitHub Link
	Flowchart Programming
Day 6 - Python Functions & Karel	GitHub Link
	While Loops Code blocks and Indentation
Day 5 - Python Loops	GitHub Link
	For Loops
Day 4 - Randomisation and Python Lists	GitHub Link
	Randomisation Error Handling Functions
Day 3 - Control Flow and Logical Operators	GitHub Link
	Logical Operators
Day 2 - Understanding Data Types and How to Manipulate Strings	GitHub Link
	Mathematical Operations in Python DataTypes Converting types Conditionals IF/ELIF/ELSE
Day 1 - Working with Variables in Python to Manage Data	GitHub Link
	Variables in Python String Manipulation Input and Print Functions Variable Naming Rules