I've taken some notes from the 'Machine Learning Crash Course with TensorFlow APIs' given by Google.
Course link: https://developers.google.com/machine-learning/crash-course/
You can read the Notes to get the details of this course.
This course aims to use tensorflow, Below, you can find the scripts:
- introduction: basic usage of tensorflow
- linear_regression: build, train and plot the model
- how to use feature_cross?
- Check fairness and confusion matrix.
- Create validation set
- Turn a regression problem to classification. Learn binary classification
- Neural network
- Mnist dataset, multiclass_classification