Python-100-Days-of-Code

Udemy 100 days of code

Intermediate level

Day	Project	What I learned	Link to repo
15	The coffee machine software	Writing Python functions and user inputs	LINK
16	The coffee machine software	Re-wrote the day 15's code but in the Objected Oriented Programming way	LINK
17	The quiz app	Understood the benefits of Objected Oriented Programming	LINK
18	The Turtle and GUI	Intro to Python GUI	LINK
19	Etch-a-Sketch	Instances, state, and higher order functions + event listeners	LINK
20-21	Snake Game	Interaction with users' keyboards as event listers, Recap on OOP knowledge, and class inheritance using super class	LINK
22	Build the Pong game	Apply superclass from previous lessons and modularzing the code through the use of OOP	LINK
23	Turtle Crossing	Recap of GUI & OOP to build more confidence	LINK
24	Files, directories, and paths	learned how to open or create a new file or append to an existing file. Relative path using ./ (same folder) or ../ (1 level above) or ../../ (2 levels above)	LINK
25	US States Game	Intro to Pandas and working with a csv file	LINK
26,30	Nato Alphabet	List and dictionary comprehension. Error handling using exceptions	LINK
27-28	Pomodoro Timer	Tkinter. Learned about *args (many positional..unlimited arguments of the tuple form) and **kwargs (keyword arguments of the dict form). Creating a class fn with optional arguments using **kwargs. Learned about setting up a global variable vs. local variable	LINK
29,30	PW Generator	Tkinter - GRID layout & JSON file handling (nested dictionaries)	LINK
31	Flash Card Study app	Recap on tkinter, error handling, and pandas	LINK

Automation, APIs

Day	Project	What I learned	Link to repo
32	Automated b-day email if today is my friend's b-day	date processing, pandas, smtplib	LINK
33	Kanye Quotes App	Making API calls, working with JSON data generated as API response	LINK
34	Trivia GUI Quiz App	Making API calls, working with JSON data generated as API response, apply OOP	LINK
35	Weather alert using OpenWeather API	API Keys, authentication and environment variables. Twilio SMS text alert
36	Stock price tracking	API call and response handling practice	LINK
38	Get exercise stats with natural language queries & API Post requests to Google sheets with Sheety API. Environment variables	API call and environment variable set-up. I skipped the Google sheets exercise	LINK

Web Foundation, Flask, Dynamic HTML, and databases using SQLAlchemy

Day	Project	What I learned	Link to repo
41-42	HTML	This was very helpful when I worked on a Shiny app	[LINK]
43-44	CSS	This was very helpful when customizing the aesthetics of my Shiny app	[LINK]
45-47	Webscraping using beautiful soup	Use API if the API endpoint is available!	LINK
54	Flask	Created my first web server	LINK
55	Flask	Passing in the parameter from the URL and decorator functions	LINK
57	Jinja	Dynamic HTML rendering using Jinja - multiline statements using for and ifelse and passing in the data and rendering as a dynamic element in the HTML template	LINK
58	TinDog website using Bootstrap	Bootstrap is a CSS framework that allows for a front-end reproducible design without writing your own CSS. I learned about a fluid container, a grid system that sums up to 12, and how to add bootstrap icons/modify button colors using a line of code! I applied all of these concepts when designing my Shinyapp	LINK
59-61	Blog	Flask POST and GET requests and Jinja pratice to render the multiple blog posts using JSON data from an API	LINK
63	Virtual Bookshelf	Built a SQLite Databases into the Flask website via SQLAlchemy so that you would store & display the data collected through the Flask Website	LINK
66	Building my own API with RESTful routing - Cafe & Wifi data	Learned to build my own REST API using SQLite database, Flask, SQLAlchemy, and RESTful routing. Learned to use various http verbs such as GET, POST, PATCH, and DELETE. Create a API documentation using Postman.	LINK

Data Analysis

I use Tidyverse heavily at work, and I found the dplyr and pandas cheatsheets available online to be very helpful.

Day	Project	What I learned	Link to repo
71	College majors and earnings	Data exploration using pandas	LINK
72	Popular programming languages over time	Data visualization using Matplotlib	LINK
73	LEGO sets release history	Aggregate & merge data with Pandas	LINK
74	Google search data	Resampling and visualizing time-series	LINK
75	Apps sales on Android app store	Plotly	LINK
76	Numpy	Numpy Intro	LINK
77	Films success	Seaborn and linear regression	LINK
78	Nobel prize	Recap of plotly, matplotlib, and seaborn	LINK
79	Handwashing reduces # deaths at birth	visualizing distributions	LINK
80	Predict Boston housing price	A quick intro to how to split training and test datasets and simple linear regressions using Scikit-learn	LINK
100	Predict earnings	A quick intro to how to split training and test datasets and simple linear regressions using Scikit-learn	LINK

Professional Portfolio projects

Day	Project	What I learned	Link to repo
81	Morse code converter	The use of dictionaries. I designed the script to switch between encrypt and decrypt functions depending on the user input	LINK
83	Tic Tac Toe game	Applied the OOP concept	LINK
87	Building my own Cafe & Wifi website	Learned to build my own website using Bootstrap, SQLite database, Flask, SQLAlchemy, Jinja and http requests. The end user can browse by the image of each cafe and see what amenities are available for each cafe (i.e. wifi, outlets, toilet, # seats). User can also contribute to the database by submitting a Flask form to report a new cafe, updating new coffee price, and deleting from DB by clicking on a button	LINK