Introduction to Python and a simple Image Classifier with Deep Learning (TensorFlow)

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In this two part course, we will introduce the basics of using Python and its package TensorFlow to demonstrate the key components of a contemporary image classifier using deep learning (i.e. Artificial Intelligence). 

  1. This course is for complete beginners in Python and AI with a background in health care.
  2. You will be very carefully guided through using Python to produce a contemporary image classifier using deep learning (i.e. creating artificial intelligence tools) for a healthcare setting.
  3. Further details will be in Google Colab notebooks for further explanations and exercises to produce your own AI tool!
  4. At the end of each section, there will be a few multiple choice questions to test your understanding.

You will need:

  1. A Google/Gmail account for logging into Google Colab to access the notebooks.
  2. Time: each part of the course has 7 topics and each topic requires 30 minutes to 1 hour to complete.
  3. Be curious and play around with the code in the notebooks. If you ever become lost and just want a reset, simply come back and re-open the notebook from the exercise link to start afresh.

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