Browse products
search
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