Data Science Tutorials

Collection of notes from various data science tutorials and textbooks. Original links included below.

• Galvanize Data Science Immersive

• 10 Minutes To Pandas

• Data School Pandas Tutorial

• Data School 100 Pandas Tricks

• Data School Pandas Tricks

• Pandas Best Practices (PyCon)

• Pandas Cookbook

• Pandas Profiling Tutorial

• Numpy Tutorial

• Python for Data Analysis

• Pandas Styling

• Data School Scikit-learn Tutorial

• Data School Building an Effective Machine Learning Workflow with sklearn

• An Introduction to Statistical Learning

• Coursera Machine Learning

• Udemy Machine Learning w/ Python and Keras

• Udemy Apache Airflow

• Machine Learning In Action

• Hands-On Machine Learning with Scikit-Learn and TensorFlow

• Spark: The Definitive Guide

• Data School Web Scraping w/ Python

• Web Scrape Basketball-Reference

• Markdown Notes

• Markdown Example

• PostgreSQL

• R Shiny Apps

• Mastering Shiny

• Neural Networks