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Product image for 111. Getting ready to learn Python, Mac edition

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
Free
Product image for 112. Getting ready to learn Python, Windows edition

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
Free
Product image for 201. Intro to Python

201. Intro to Python

A very first Python course

  • Course
  • By Brandon Rohrer
Free
Product image for 211. Decision Trees with Python and Pandas

211. Decision Trees with Python and Pandas

Time your subway commute

  • Course
  • By Brandon Rohrer
Free
Product image for 212. Time-Series Analysis

212. Time-Series Analysis

Build your own weather predictor

  • Course
  • By Brandon Rohrer
Free
Product image for 213. Nonlinear Modeling and Optimization

213. Nonlinear Modeling and Optimization

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

  • Course
  • By Brandon Rohrer
Free
Product image for 221. The k-nearest neighbors algorithm

221. The k-nearest neighbors algorithm

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

  • Course
  • By Brandon Rohrer
Free
Product image for 311. Neural Network Visualization

311. Neural Network Visualization

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

  • Course
  • By Brandon Rohrer
Free
Product image for 312. Build a Neural Network Framework

312. Build a Neural Network Framework

Code your own neural network framework from scratch

  • Course
  • By Brandon Rohrer
Free
Product image for 313. Advanced Neural Network Methods

313. Advanced Neural Network Methods

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

  • Course
  • By Brandon Rohrer
Free
Product image for 314. Neural Network Optimization

314. Neural Network Optimization

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

  • Course
  • By Brandon Rohrer
Free
Product image for 321. Convolutional Neural Networks in One Dimension

321. Convolutional Neural Networks in One Dimension

  • Course
  • By Brandon Rohrer
Free
Product image for 322. Convolutional neural networks in two dimensions

322. Convolutional neural networks in two dimensions

Image classification on the MNIST and CIFAR-10 data sets

  • Course
  • By Brandon Rohrer
Free
Product image for The Complete Course Catalog

The Complete Course Catalog

The Full End-to-End Machine Learning Catalog

  • Course bundle
  • By Brandon Rohrer
Free
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