Deep Learning with Deep Neural Networks

deep neural networks

Here are a few samples and tutorials from a new course I am developing on Deep Learning and Deep Neural Networks using Python programming language.
The course is designated for academic and technological universities and colleges, as well as industrial development programs.
Thanks a lot to my son Yair for helping with constructing this page!

The course covers the following topics:

  1. Python Programming Fundamentals
  2. Scientific Computing with the Numpy (Numerical Python) and Scipy (Scientific Python) Libraries
  3. Data Analytics with the Pandas Library
  4. Deep Neural Networks with Google's Tensorflow, Theano, and Keras Libraries
  5. Applications of deep learning to:
    • Computer Vision (image/pattern/object recognition)
    • Medical Diagnosis
    • Electronic Manufacturing Defect Detection
    • Natural Language Processing
    • Reinforcement Learning
    • Audio and Speech Recognition
  6. Course Python modules are available on Github:

Examples of Tutorials and Course Projects

Click on the following to view sample study units (with code).