TensorFlow Developer Certificate Guide

Table of Contents

1. Introduction to Machine Learning
2. Introduction to Tensorflow
3. Linear Regression with Tensorflow
4. Classification with Tensorflow
5. Image Classification with Neural Networks
6. Improving the model
7. Image Classification with Convolution Neural Networks
8. Handling Overfitting
9. Transfer Learning
10. Introduction to Natural Language Processing
11. Natural Language Processing with Tensorflow
12. Introduction to Time Series, Sequence and Prediction
13. Time Series, Sequence and Prediction with Tensorflow