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100_Day_Of_Code

24914c80-a8d3-11eb-9c97-9b951cba376a

Sallybus

  • Variables in Python
  • String Manipulation
  • Input and Print Functions
  • Variable Naming Rules
  • Mathematical Operations in Python
  • DataTypes
  • 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

I N T E R M E D I A T E L E V E L

  • 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 Initialisers
  • Module Aliasing
  • Optional, Required and Default Parameters
  • Event Listenters
  • 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

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

I N T E R M E D I A T E +

  • Build Your Own REST API with Python
  • Build Your Own Blog
  • Databases with SQLite
  • Dataframe Inspection
  • Data Cleaning
  • Sorting Values in Dataframes
  • Arithmatic 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

A D V A N C E D P Y T H O N