TF1 Course 2: Lecture Notes

Lecture notes for C2 - Convolutional Neural Networks in Tensorflow of the Tensorflow Developer Professional Specialization

Note: These slides haven’t been maintained and you might find missing topics and incorrect information when compared to the lecture videos. We try to correct the errors as soon as we are aware of them but we highly recommend that you augment these slides with your own notes.

Week 1:

Week 2:

Week 3:

Week 4:

68 Likes

For assignments that are not part of the coursera lab environment (i.e. links to google colab), please ensure that your code runs on tensorflow version 2.7.0.

Here’s how to check tensorflow version:

import tensorflow as tf
print(tf.__version__)

If your version doesn’t match 2.7.0, there are a few options:

  1. Install tensorflow locally
  2. Use tensorflow via docker
  3. Ensure that APIs are supported via docs