Python Course Outlines
Intro
Get Started
Syntax
Comments
Variables
Data Types
Numbers
Casting
Strings
Booleans
Operators
Lists
Tuples
Sets
Dictionaries
If…Else
For Loops
Functions
Arrays
Classes/Objects
Inheritance
Polymorphism
Modules
Dates
Math
JSON
RegEx
PIP
Try…Except
User Input
String Formatting
File Handling
Read Files
Write/Create Files
Delete Files
Machine Learning
Getting Started
Mean Median Mode
Standard Deviation
Percentile
Data Distribution
Normal Data Distribution
Scatter Plot
Linear Regression
Polynomial Regression
Multiple Regression
Scale
Train/Test
Decision Tree
Confusion Matrix
Hierarchical Clustering
Logistic Regression
Grid Search
Categorical Data
MySQL
Get Started
Create Database
Create Table
Insert
Select
Where
Order By
Delete
Drop Table
Update
MySQL Join