# Machine Learning for Art

ml4a is a collection of tools and educational resources which apply techniques from machine learning to arts and creativity.

##### Fundamentals of machine learning

Mathematical essentials for machine learning.

View code Open in Colab##### Foundational mathematics

A review of relevant concepts from linear algebra and calculus, and intro to Numpy.

View code Open in Colab##### Classification & k-Nearest Neighbors

Introduction to classification using k-nearest neighbors algorithm

View code Open in Colab##### Linear regression

Modeling data with line of best fit, basic gradient descent

View code Open in Colab##### Neural nets for classification

How to apply neural networks for classification

View code Open in Colab