joki79's Projects
Number of hailstorms in Denver, Collin and Laramie over the past 30 years
Course Files for Complete Python 3 Bootcamp Course on Udemy
Data Science Using Python
My DS projects
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Student Solutions to An Introduction to Statistical Learning with Applications in R
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Config files for my GitHub profile.
Friendly introduction to cross entropy loss
Comparing bars to a range using tricolor palette and interactive annotations
Softmax classification with cross-entropy
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python Deep Dive Course - Accompanying Materials
Text and supporting code for Think Stats, 2nd Edition
This project is focusing on cleaning, visualizing and analyzing data