# python tutorial list

- Python Tutorial
- Python HOME
- Python Intro
- Python Get Started
- Python Syntax
- Python Comments

## Python Variables

- Python Variables
- Variable Names
- Assign Multiple Values
- Output Variables
- Global Variables
- Variable Exercises

- Python Data Types
- Python Numbers
- Python Casting

## Python Strings

- Slicing Strings
- Modify Strings
- Concatenate Strings
- Format Strings
- Escape Characters
- String Methods
- String Exercises

## Python Booleans

- Python Operators
- Python Lists

## Python Lists

- Access List Items
- Change List Items
- Add List Items
- Remove List Items
- Loop Lists
- List Comprehension
- Sort Lists
- Copy Lists
- Join Lists
- List Methods
- List Exercises

## Python Tuples

- Access Tuples
- Update Tuples
- Unpack Tuples
- Loop Tuples
- Join Tuples
- Tuple Methods
- Tuple Exercises

## Python Sets

- Access Set Items
- Add Set Items
- Remove Set Items
- Loop Sets
- Join Sets
- Set Methods
- Set Exercises

## Python Dictionaries

- Access Items
- Change Items
- Add Items
- Remove Items
- Loop Dictionaries
- Copy Dictionaries
- Nested Dictionaries
- Dictionary Methods
- Dictionary Exercise

## Python If...Else

- Python While Loops
- Python For Loops

## Python Functions

- Python Lambda
- Python Arrays
- Python Classes/Objects
- Python Inheritance
- Python Iterators
- Python Polymorphism
- Python Scope
- Python Modules
- Python Dates
- Python Math
- Python JSON
- Python RegEx
- Python PIP
- Python Try...Except
- Python User Input
- Python String Formatting

## File Handling

- Python File Handling
- Python Read Files
- Python Write/Create Files
- Python Delete Files

## Python Modules

- NumPy Tutorial
- Pandas Tutorial
- SciPy Tutorial
- Django Tutorial

## Python Matplotlib

- Matplotlib Intro
- Matplotlib Get Started
- Matplotlib Pyplot
- Matplotlib Plotting
- Matplotlib Markers
- Matplotlib Line
- Matplotlib Labels
- Matplotlib Grid
- Matplotlib Subplot
- Matplotlib Scatter
- Matplotlib Bars
- Matplotlib Histograms
- Matplotlib Pie Charts

## 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
- K-means
- Bootstrap Aggregation
- Cross Validation
- AUC - ROC Curve
- K-nearest neighbors

## Python MySQL

- MySQL Get Started
- 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 Get Started
- MongoDB Create DB
- MongoDB Collection
- MongoDB Insert
- MongoDB Find
- MongoDB Query
- MongoDB Sort
- MongoDB Delete
- MongoDB Drop Collection
- MongoDB Update
- MongoDB Limit

## Python Reference

- Python 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
- Python Exceptions
- Python Glossary

- Module Reference
- Random Module
- Requests Module
- Statistics Module
- Math Module
- cMath Module

- Python How To
- Remove List Duplicates
- Reverse a String
- Add Two Numbers

## Python Examples

- Python Examples
- Python Compiler
- Python Exercises
- Python Quiz
- Python Server
- Python Bootcamp
- Python Certificate
