benjaminykim / python_data_science_tutorial

tutorial for development setup, linux basics, python syntax, data science and machine learning projects

Python Data Science Tutorial

This tutorial guides one through the following:

1. Setting up their system to have useful tools for data science, machine learning, and python development
2. Learning the basics of system administration, linux, shell, configuration files, workflow practices, and vim text editor
3. Learning the jupyter notebook environment
4. Learning Python's syntax
5. Exploring data science and machine learning concepts

Start with:

1. Development Setup
2. Linux Tutorial
3. Jupyter Notebook Tutorial (open inside jupyter notebook)
4. Python Tutorial (open inside jupyter notebook)
5. Data Manipulation Tutorial (open inside jupyter notebook)