# Sandbox

From Sustainability Methods

Python is a high-level, interpreted programming language known for its simplicity and readability. It's widely used in various fields, from web development to data science and artificial intelligence.

## Contents

## Setting up your environment

- Install and setup Anaconda
- Setting up Jupyter Lab

## Starting with Python basics

- Conditions
- Loops
- Lists, Tuples, Sets, and Dictionaries
- Exceptions
- Functions
- Classes
- Objects
- Types, Expressions, and Variables

## Doing some math with Python

## Handling data in Python

## Statistics with Python

- Binomial Distribution
- Bootstrapping
- Correlations
- Decision Trees
- Factor Analysis
- Linear Regression
- Multiple Regression
- Outlier Detection
- Poisson Distribution
- Regression, Correlation, and Ordinary Least Squares Estimator

## Data Visualization

Data visualization is very important because...

## Machine Learning

## Data Engineering

Use of API Cloud computing