Neural Networks Tutorial

Spring Term 2018

Examples
  1. Simple Perceptron
  2. Linear Regression
  3. Computing Gradients
  4. Automated Gradient Descent
  5. Two Layer Network
  6. Using Dense
Assignments
  1. Banknotes: due April 17
Exam
  1. Sample final exam questions
Resources

Installing Tensorflow

Windows users should follow the installation instructions on the Tensorflow web site. Use the instructions found in the section titled "Installing with Anaconda".

Mac users should install Tensorflow using conda by typing conda install tensorflow in a terminal window.

Notebooks from the textbook

The author of our textbook as made available an extensive set of notebooks to complement the text. You can download those notebooks from the author's GitHub page.