These are assignments from the TensorFlow in practice classes taught by Laurence Moroney and Andrew Ng.
There were 4 courses that covered how to build models in TensorFlow:
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
- Convolutional Neural Networks in TensorFlow
- Natural Language Processing in TensorFlow
- Sequences, Time Series and Prediction
The models built in these courses help you understand the mechanics of DNNs, CNNs, RNNs, and Time Series/Sequence models.