python-100-Days-of-Code

100 days of code

This repo is a sample of the work done has a part of 100 days of code.

BEGINNER PYTHON | Day 1 - Day 14

• Variables in Python
• String Manipulation
• Input and Print Functions
• Variable Naming Rules
• Mathematical Operations in Python
• Data Types
• Converting types
• Conditionals IF/ELIF/ELSE
• Logical Operators
• Randomisation
• Error Handling
• Functions
• For Loops
• Code blocks and Indentation
• While Loops
• Flowchart Programming
• Positional and Keyword Arguments
• Python Dictionaries and Lists
• Nested Collections
• Returning Functions
• Return vs. Print
• Doc Strings vs. Comments
• Scope and Local/Global Variables
• Debugging Techniques

INTERMEDIATE PYTHON | Day 15 - Day 31

• Local Development Environment Setup
• PyCharm Tips and Tricks
• Python Object Oriented Programming
• Creating Classes in Python
• Using External Python Modules/Import
• Getting / Setting Attributes
• Python Methods
• Class Initializers
• Module Aliasing
• Optional, Required and Default Parameters
• Event Listeners
• Python Instances and State
• Python Turtle
• Game Development with Python and OOP
• Python Inheritance
• Python Slice Function
• File I/O Reading and Writing to Local Files
• File Directories
• Reading and Writing to CSV
• Introduction to the Pandas Framework
• List Comprehensions
• Dictionary Comprehensions
• Packing and Unpacking Functions in Python
• Creating Desktop GUI Apps with Tkinter
• Strongly Dynamic Typing
• Error Handling and Exceptions
• Try / Except/ Raise
• Working with JSONs
• Local Persistence
• Sending Email with Python and SMTP
• Working with date and time
• Hosting Python Code Online with PythonAnywhere

INTERMEDIATE + | Day 32 - Day 58

• APIs
• Making HTTP Requests with the Requests module
• Sending Parameters with the Request
• APIs with Authentication
• Sending SMS with Python
• Web Scraping with Beautiful Soup
• Browser Automation with Selenium Web Driver
• Automating Tinder
• Automating Twitter
• Automating LinkedIn
• Automating Instagram
• Web Development with Flask
• Command Line
• Python Decorators
• Templating with Jinja 2
• WTForms

ADVANCED PYTHON | Day 59 - Day 81

• Build Your Own REST API with Python
• Build Your Own Blog
• Databases with SQLite
• Dataframe Inspection
• Data Cleaning
• Sorting Values in Dataframes
• Arithmetic Operations with Pandas
• Creating Pivot Tables
• Chaining Functions
• Smoothing Time Series Data
• Creating Line Charts with Matplotlib
• Using Jupyter Notebook
• HTML Markdown
• Creating Scatterplots with Matplotlib
• Relational Database Schemas
• Descriptive Statistics
• Creating Bar Charts, Pie Charts, Donut Charts, Box Plots with Plotly
• Creating NumPy NDArrays
• Array Slicing and Subsetting
• Matrix Multiplication
• Bitwise and Operators in Pandas
• Creating Bubble Charts with Seaborn
• Running Regressions with Scikit-Learn
• Non-Parametric Regression
• Students T-Tests and Histograms with Scikit-Learn
• Multi-Variable Regression
• Log Transformations
• Residuals Analysis

PROFESSIONAL PORTFOLIO | Day 82 - Day 100

BUILDING INDEPENDENT ASSIGNMENTS

• Text to Morse Code Converter
• Portfolio Website
• Tic Tac Toe Game
• Image Watermarking App
• Typing Speed Test
• Breakout Game
• Cafe and Wifi Website
• Todo List Website
• Disappearing Text Writing App
• Image Color Palette Generator
• Custom Web Scraper
• Automating the Google Dinosaur Game
• Space Invaders Game
• Custom API Driven Website
• An Online Shop
• Custom Browser Automation
• Analyze and Visualize the Space Race
• Analyze Deaths Involving the Police in the US
• Predict Earnings using Multivariable Regression

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