Course Schedule

Python Tutorial

• Python Tutorial
• Python Introduction
• Python Basics
• Python Syntax
• Python Comments
• Python Variables
• Python Data Types
• Python Numbers
• Python Casting
• Python Strings
• Python Boolean
• Python Operators
• Python Lists
• Python Tuples
• Python Sets
• Python Dictionaries
• Python If Else
• Python While Loop
• Python For Loop
• Python Functions
• Python Lambda
• Python Arrays
• Python Class/Object
• Python Inheritance
• Python Iteration
• Python Scope
• Python Modules
• Python Date
• Python JSON
• Python RegEx
• Python PIP
• Python Try Except
• Python Command Input
• Python String Formatting

File Handling

• Python File Open
• Python File Read
• Python File Write/Create
• Python File Delete

Python NumPy

• NumPy Introduction
• NumPy Basics
• NumPy Array Creation
• NumPy Array Indexing
• NumPy Array Slicing
• NumPy Data Types
• NumPy Copies/Views
• NumPy Array Shape
• NumPy Array Reshaping
• NumPy Array Iteration
• NumPy Array Join
• NumPy Array Split
• NumPy Array Search
• NumPy Array Sort
• NumPy Array Filter
• NumPy Random
• NumPy Ufuncs

Machine Learning

• Introduction
• Mean Median Mode
• Standard Deviation
• Percentile
• Data Distribution
• Normal Data Distribution
• Scatter Plot
• Linear Regression
• Polynomial Regression
• Multiple Regression
• Scaling
• Training/Testing
• Decision Tree

Python MySQL

• MySQL Introduction
• MySQL Create Database
• MySQL Create Table
• MySQL Insert
• MySQL Select
• MySQL Where
• MySQL Order By
• MySQL Delete
• MySQL Drop Table
• MySQL Update
• MySQL Limit
• MySQL Join

Python MongoDB

• MongoDB Getting Started
• MongoDB Create Database
• MongoDB Create Collection
• MongoDB Insert
• MongoDB Find
• MongoDB Query
• MongoDB Sort
• MongoDB Delete
• MongoDB Delete Collection
• MongoDB Update
• MongoDB Limit

Python Reference Manual

• Python Reference Overview
• Python Built-in Functions
• Python String Methods
• Python List Methods
• Python Dictionary Methods
• Python Tuple Methods
• Python Set Methods
• Python File Methods
• Python Keywords

Module Reference Manual

• Random Module
• Request Module

Python How To

• Remove Duplicates from List
• Reverse String

Python Instance

• Python Instance
• Python Quiz

Elective Courses

Course Recommendations:

• CodeW3C.com Treasure Box

This section includes the Python reference documentation.

Python Reference Manual

• Built-in Functions
• String Methods
• List Methods
• Dictionary Methods
• Tuple Methods
• Set Methods
• File Methods
• Keywords

Toolbox

Python Reference Manual

Python Instance

Python Quiz

Sponsor Links