General

Machine Learning for Everyday Tasks. Data only has two dimensions?

Rules of Machine Learning: Best Practices for ML Engineering

TensorFlow

NakedTensor: Bare bone examples of machine learning in TensorFlow

astorfi/TensorFlow-World: Simple and easy to use TensorFlow samples & tutorials

Applications

https://github.com/luanfujun/deep-photo-styletransfer: Given a "style" photo and a "target" photo, make the target photo look visually similar to the style photo

https://github.com/junyanz/interactive-deep-colorization: Colorize black & white photos.

Linear Algebra

Books

Axler, Sheldon. Linear Algebra Done Right.

Support Vector Machines (SVMs)

A quick look at Support Vector Machines

Udacity's Intro to Machine Learning concepts. Covers SVMs.

MIT OpenCourseWare 6.034 Artificial Intelligence lecture on Support Vector Machines

An introduction to Support Vector Machines (SVM)

Courses

SamatsWiki: MachineLearning (last edited 2018-08-07 22:12:35 by SamatJain)