Skip to content

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

Notifications You must be signed in to change notification settings

bradleyboehmke/data-science-learning-resources

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 

Repository files navigation

Data Science Learning Resources


Programming

General

Python

R

Spark

Command Line

Containers

Functional Programming

Version Control

Code Packaging

Style Guide, Readability, Best Practices

Testing

Machine Learning

General

Unsupervised Modeling

A/B Testing

Multivariate Adaptive Regression Splines

K-Nearest Neighbor

Random Forests

Gradient Boosting Machines

Deep Learning

Ensembles / Model Stacking / Super Learners

Natural Language Processing / Text Mining

Recommendation Systems

Tuning

Feature Engineering

Feature Selection

Machine Learning Interpretability

Auto ML

Benchmarking

Resampling Procedures

Productionalization

Model Monitoring

Leadership & Strategy

Management & Leadership

Cloud Strategy

Product

Performance Reviews

About

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published