Collin Ching's repositories
waste-sorter
An image classifier for disposables, written in Python
Olist-customer-churn
Modeling non-contractual customer churn in Python
Learning-Exercises
Data science dojo
Marketing-Mix-Modeling
Resources, notes, and code on market mix models
maximizing-medium-claps
Using regression to predict claps on a year of Medium articles
MTA-Turnstile-Analysis
Team repo for Project Benson
multilevel-modeling
Notes on multilevel regression modeling
collindching.github.io
Source code for my blog
learning-plan
Data science learning notes
Clustering
Notes on clustering methods
financials
Parses 20+ key accounting terms from SEC XBRL filings
Hands-On-ML
Personal walkthroughs and notes for each chapter
jekyll
:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby
Kaggle-Home-Credit
Attempted ML models for Home Credit Default Risk competition
Learn-Python-the-Hard-Way
Book solutions
Missing-Semester
Notes from the MIT course on computer science tools - The Missing Semester of Your CS Education
NBA-Regression-Project
TBD...
oreilly-intro-to-predictive-clv
Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017
Programming
Best practices for effective programming
SF-Housing
Explorations of San Francisco's housing market for renters and buyers