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Python Pro Bootcamp

Day Level Topics Jupyter Notebook Project Name Repo
83 Advanced → Portfolio Website - Professional Portfolio Project
→ server.py
Repo Link
82 Advanced → Scripting - Morse Code Encoder/Decoder
→ morse_cli.py
Repo Link
81 Advanced → Capstone Project - Predict House Prices Jupyter notebook Capstone Project - Predict House Prices
→ .ipynb
Repo Link
80 Advanced → The tragic Discovery of Handwashing: t-Tests & Distributions Jupyter notebook The tragic Discovery of Handwashing: t-Tests & Distributions
→ .ipynb
Repo Link
79 Advanced → Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn Jupyter notebook Analysing the Nobel Prize with Plotly, Matplotlib & Seaborn
→ .ipynb
Repo Link
78 Advanced → Linear Regression and Data Visualization with Seaborn Jupyter notebook Linear Regression and Data Visualization with Seaborn
→ .ipynb
Repo Link
77 Advanced → Computation with NumPy and N-Dimensional Arrays Jupyter notebook NumPy
→ .ipynb
Repo Link
76 Advanced → Beautiful Plotly Charts Jupyter notebook Analysing the Android App Store
→ .ipynb
Repo Link
75 Advanced → Resampling and Visualising Time Series Jupyter notebook Google Trends Data
→ .ipynb
Repo Link
74 Advanced → Aggregate and Merge Data in Pandas Jupyter notebook Analysing a Dataset of LEGO Pieces
→ .ipynb
Repo Link
73 Advanced → Data Visualization with Matplotlib Jupyter notebook Programming Languages
→ .ipynb
Repo Link
72 Advanced → Data Exploration with Pandas Jupyter notebook College Major vs Your Salary
→ .ipynb
Repo Link
71 Advanced → Deploying Your Web Application - Publishing Flask Website
→ Procfile
Repo Link
70 Advanced → Git, Github and Version Control - Git and Github: Introduction to a powerful Version Control System
→ git_cheat_sheet.pdf
Repo Link
69 Advanced → Capstone Project Part 4 - Adding Users - Adding Users to Our Blog Project
→ app.py
Repo Link
68 Advanced → Authentication with Flask - Login and Registering Users with Authentication
→ server.py
Repo Link
67 Advanced → Blog Capstone Project Part 3 - Blog Capstone
→ server.py
Repo Link
66 Advanced → Building API with RESTful Routing - Cafe & Wifi
→ server.py
Repo Link
65 Web Design → Hotel Web Design - UI/UX
→ hotel_design.pdf
Repo Link
64 Advanced → Top 10 Movies Website - Top 10 Movies Website
→ server.py
Repo Link
63 Advanced → SQLite Databases
→ ORM with SQLAlchemy
→ CRUD Operations
- SQLite Playground
→ main.py
Virtual Bookshelf Flask Website
→ server.py
Repo Link
62 Advanced → Flask
→ WTForms
→ Bootstrap and CSV
→ Wifi Coffee Project
- Wifi Coffee
→ server.py
Repo Link
61 Advanced → Building Advanced Forms with Flask-WTForms - Render Forms
→ server.py
Repo Link
60 Advanced → Make POST Requests with Flask and HTML Forms - POST Request
→ server.py
Repo Link
59 Advanced → Blog Capstone Project Part 2 - Adding Styling - Blog Capstone
→ server.py
Repo Link
58 Web Foundation → External Layout Systems - Bootstrap Framework
→ Bootstrap Elements
- Bootstrap Card
→ index.html
Bootstrap Layout
→ index.html
Bootstrap Components
→ index.html
Tin Dog
→ index.html
Repo Link
57 Intermediate+ → URL Building
→ Templating with Jinja in Your Flask Application
- Jinja Live Templates
→ server.py
Blog Capstone Project Part 1 - Templating
→ server.py
Repo Link
56 Intermediate+ → Static files
→ HTML/CSS File Rendering
→ Personal Name Card Site
- Name Card Website Template
→ server.py
Repo Link
55 Intermediate+ → Advanced Decorators
→ Rendering HTML
→ Parsing URLs
→ Flask Debugging
Jupyter Link Routing and HRML decorators
→ routing.py
→ html_decorators.py
Higher-Lower Game
→ server.py
Repo Link
54 Intermediate+ → Libraries and Frameworks
→ Command Line
→ Python Decorators
→ Web Development with Flask
Jupyter Link Introduction to Web Development with Flask
→ hello_flask.py
Repo Link
53 Intermediate+ → Data Entry Job Automation - Capstone Project - Zillow Data Entry
→ main.py
Repo Link
52 Intermediate+ → Instagram Follower Bot - Instagram Bot
→ main.py
Repo Link
51 Intermediate+ → Internet Speed Twitter/X Bot - Twitter/X Bot
→ main.py
Repo Link
50 Intermediate+ → Auto Swipe Tinder Bot - Tinder Bot
→ main.py
Repo Link
49 Intermediate+ → Automating Job Applications on LinkedIn - Job Applier Bot
→ main.py
Repo Link
48 Intermediate+ → Selenium Webdriver Browser
→ Game Playing Bot
- Selenium Drive
→ main.py
Find and Select
→ main.py
Selenium Scraping
→ main.py
Clicking
→ main.py
Fill Form
→ main.py
Cookie Clicker Bot
→ main.py
Repo Link
47 Intermediate+ → Automated Amazon Price Tracker - Price Tracker
→ main.py
Repo Link
46 Intermediate+ → Musical Time Machine that Generates Spotify Playlist - Musical Time Machine Project
→ main.py
Repo Link
45 Intermediate+ → Web Scraping with Beautiful Soup - bs4 (BeautifulSoup)
→ bs4
→ web scrapping
→ 100 must watch movies
Repo Link
44 Web Foundation → Intermediate CSS - CSS
→ color.html
→ font_size.html
→ font_family.html
→ box_model.html
→ motivational_poster.html
Repo Link
43 Web Foundation → Introduction to CSS - CSS
→ adding_css.html
→ adding_css.html
→ internal.html
→ external.html
Selectors
→ selectors.html
→ style.css
Selectors
→ index.html
→ style.css
Repo Link
42 Web Foundation → Intermediate HTML - HTML
→ boilerplate.html
→ list_elem.html
→ nesting_and_indentation.html
→ anchor_elem.html
→ image_elem.html
→ birthday_invite.html
Repo Link
41 Web Foundation → Introduction to HTML - HTML
→ heading_elem.html
→ paragraph_elem.html
→ void_elem.html
→ movie_ranking.html
Repo Link
39 Intermediate+ → Flight Deal Finder part 1 - Flight Club part 1
→ data_manager.py
→ flight_data.py
→ flight_search.py
→ notification_manager.py
→ main.py
Repo Link
38 Intermediate+ → Python DateTime strftime()
→ APIs and making POST Requests
→ Authorization Headers
→ Environment Variables
Jupyter Link Workout Tracking Using Google Sheets
→ main.py
Repo Link
37 Intermediate+ → HTTP Post, Put and Delete Requests
→ Advanced Authentication (using and HTTP Header)
- Habit Tracking Project
→ main.py
Repo Link
36 Intermediate+ → Stock News Monitoring Project - Stock News
→ main.py
Repo Link
35 Intermediate+ → API Keys
→ Authentication
→ Environment Variables
→ Sending SMS
- Rain Alert
→ main.py
Repo Link
34 Intermediate+ → API Practice
→ Creating a GUI Quiz App: Quizzler
Jupyter notebook Quizzler
→ data.py
→ question_model.py
→ quiz_brain.py
→ ui.py
→ main.py
Repo Link
33 Intermediate+ → API Endpoints
→ API Parameters
- Kanye Quote Machine
→ main.py
ISS Overhead Notifier
→ main.py
Repo Link
32 Intermediate+ → Send Email (smtplib), Manage Dates (datetime) Jupyter notebook Monday Motivation Project
→ main.py
Automated Birthday Wisher
→ main.py
Repo Link
31 Intermediate → Flash Card App - Capstone Project - Flash Card Application
→ main.py
Repo Link
30 Intermediate → Errors and Exceptions
→ JSON Data
Jupyter notebook Nato Alphabet with Validation
→ main.py
Password Manager part 2
→ main.py
Repo Link
29 Intermediate → Building a Password Manager GUI App with Tkinter - Password Manager part 1
→ main.py
Repo Link
28 Intermediate → Tkinter
→ Dynamic Typing
→ The Pomodoro GUI Application
Jupyter notebook Pomodoro
→ main.py
Repo Link
27 Intermediate → Tkinter
→ *args, **kwargs
→ Creating GUI Programs
Jupyter notebook Miles to Km Converter
→ tkinter_playground.py
→ grid_layout_manager.py
→ miles_to_km.py
Repo Link
26 Intermediate → List Comprehension Jupyter notebook NATO Alphabet Converter
→ nato_alphabet.py
Repo Link
25 Intermediate → Working with CSV Data and the Pandas Library Jupyter notebook US States Game
→ us_states.py
Repo Link
24 Intermediate → Files
→ Directories
→ Paths
Jupyter notebook Highscore Memorization Snake
→ scoreboard.py
→ main.py
Mail Merge
→ main.py
Repo Link
23 Intermediate → Turtle Crossing Game - Capstone Project - Turtle Crossing Crash Game
→ player.py
→ car_manager.py
→ scoreboard.py
→ main.py
Repo Link
22 Intermediate → Pong - Pong: Famous Arcade Game
→ paddle.py
→ ball.py
→ scoreboard.py
→ sep_line.py
→ main.py
Repo Link
21 Intermediate → Snake part 2 Jupyter notebook Snake part 2
→ snake.py
→ food.py
→ scoreboard.py
→ main.py
Repo Link
20 Intermediate → Snake part 1 - Snake part 1
→ snake.py
→ main.py
Repo Link
19 Intermediate → More Turtle graphics
State and Multiple Instances
Event Listeners
Higher Order Functions
Jupyter notebook Etch a Sketch
→ etch_a_sketch.py
→ Turtle Race Game
→ turtle_race_game.py
Repo Link
18 Intermediate → Turtle and the Graphical User Interface (GUI) - Turtle Graphics
→ common_side_shapes.py
→ random_walk.py
→ draw_a_spirograph.py
Hrist Painting
→ hirst_painting.py
Repo Link
17 Intermediate → Quiz Game Jupyter notebook Trivia Quiz Game
→ main.py
Repo Link
16 Intermediate → OOP:Coffee Machine - Turtle Graphics
→ turtle_graphics.py
→ pretty_table.py
OOP: Coffee Machine
→ main.py
Repo Link
15 Beginner → Coffee Machine - Coffee Machine
→ Coffee Machine
Repo Link
14 Beginner → Higher Lower Game - Higher Lower Game
→ higher_lower_game.py
Repo Link
13 Beginner → Debugging Jupyter notebook - Repo Link
12 Beginner → Scopes and Number Guessing Game Jupyter notebook Number Guessing Gam
→ number_guessing_game.py
Repo Link
11 Beginner → Blackjack - Capstone Project Jupyter notebook Blackjack Game
→ blackjack.py
Repo Link
10 Beginner → Functions with Outputs Jupyter notebook Calculator
→ calculator.py
Repo Link
9 Beginner → Dictionaries and Nesting Jupyter notebook Blind Auction
→ blind_auction.py
Repo Link
8 Beginner → Functions with Inputs
→ Arguments
→ Parameters
Jupyter notebook Ceaser Cipher
→ ceaser_cipher.py
Repo Link
7 Beginner → Hangman Jupyter notebook Hangman
→ hangman.py
Repo Link
6 Beginner → Functions
→ While Loops
→ Karel the Robot (Reeborg's World)
Jupyter notebook Maze Escape
→ maze_escape.ipynb
Repo Link
5 Beginner → For Loops
→ Range
→ Code Blocks
Jupyter notebook Password Generator
→ password_generator.py
Repo Link
4 Beginner → Randomization
→ Python Lists
Jupyter notebook Rock, Paper, Scissors
→ rock_paper_scissors.py
Repo Link
3 Beginner → Conditional Statements
→ Logical Operators
→ Code Blocks and Scope
Jupyter notebook Treasure Island
→ treasure_island.py
Repo Link
2 Beginner → Data Types
→ Numbers
→ Operations
→ Type Conversion
→ f-Strings
Jupyter notebook Tip Calculator
→ tip_calculator.py
Repo Link
1 Beginner → Printing
→ Commenting
→ Debugging
→ String Manipulation
→ Variables
Jupyter notebook Band Name Generator
→ band_name_generator.py
Repo Link

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