111. Getting ready to learn Python, Mac edition

Write your very first Python program, even if this is your first time touching a keyboard

Course•By Brandon Rohrer

112. Getting ready to learn Python, Windows edition

Write your very first Python program, even if this is your first time touching a keyboard

Course•By Brandon Rohrer

201. Intro to Python

A very first Python course

Course•By Brandon Rohrer

211. Decision Trees with Python and Pandas

Time your subway commute

Course•By Brandon Rohrer

212. Time-Series Analysis

Build your own weather predictor

Course•By Brandon Rohrer

213. Nonlinear Modeling and Optimization

Use python, scipy, and optimization to choose the best breed of dog for you

Course•By Brandon Rohrer

221. The k-nearest neighbors algorithm

Learn k-NN by using it in classification, regression, and interpolation case studies

Course•By Brandon Rohrer

311. Neural Network Visualization

Use Matplotlib to see what's going on in an autoencoder

Course•By Brandon Rohrer

312. Build a Neural Network Framework

Code your own neural network framework from scratch

Course•By Brandon Rohrer

313. Advanced Neural Network Methods

Take a neural network from bare-bones to state-of-the-art

Course•By Brandon Rohrer

314. Neural Network Optimization

Build your own deep neural network image compressor and tune it to peak performance

Course•By Brandon Rohrer

321. Convolutional Neural Networks in One Dimension

Course•By Brandon Rohrer

322. Convolutional neural networks in two dimensions

Image classification on the MNIST and CIFAR-10 data sets

Course•By Brandon Rohrer

The Complete Course Catalog

The Full End-to-End Machine Learning Catalog

Course bundle•By Brandon Rohrer