Python Pro Bootcamp

Day	Level	Topics	Jupyter Notebook	Project Name	Repo
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