Category:
Author:
The Complete Course Catalog
The Full End-to-End Machine Learning Catalog
13 Course Bundle
$20
Sponsor a Student
Help put learning machine learning within everyone's reach
Brandon Rohrer Brandon Rohrer
$3
322. Convolutional neural networks in two dimensions
Image classification on the MNIST and CIFAR-10 data sets
Brandon Rohrer Brandon Rohrer
FREE
321. Convolutional Neural Networks in One Dimension
Brandon Rohrer Brandon Rohrer
FREE
314. Neural Network Optimization
Build your own deep neural network image compressor and tune it to peak performance
Brandon Rohrer Brandon Rohrer
FREE
313. Advanced Neural Network Methods
Take a neural network from bare-bones to state-of-the-art
Brandon Rohrer Brandon Rohrer
FREE
312. Build a Neural Network Framework
Code your own neural network framework from scratch
Brandon Rohrer Brandon Rohrer
FREE
311. Neural Network Visualization
Use Matplotlib to see what's going on in an autoencoder
Brandon Rohrer Brandon Rohrer
FREE
221. The k-nearest neighbors algorithm
Learn k-NN by using it in classification, regression, and interpolation case studies
Brandon Rohrer Brandon Rohrer
FREE
213. Nonlinear Modeling and Optimization
Use python, scipy, and optimization to choose the best breed of dog for you
Brandon Rohrer Brandon Rohrer
FREE
212. Time-Series Analysis
Build your own weather predictor
Brandon Rohrer Brandon Rohrer
FREE
211. Decision Trees with Python and Pandas
Time your subway commute
Brandon Rohrer Brandon Rohrer
FREE
201. Intro to Python
A very first Python course
Brandon Rohrer Brandon Rohrer
FREE
112. Getting ready to learn Python, Windows edition
Write your very first Python program, even if this is your first time touching a keyboard
Brandon Rohrer Brandon Rohrer
FREE
111. Getting ready to learn Python, Mac edition
Write your very first Python program, even if this is your first time touching a keyboard
Brandon Rohrer Brandon Rohrer
FREE