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Machine Learning Crash Course with TensorFlow API by Google

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:

  1. introduction: basic usage of tensorflow
  2. linear_regression: build, train and plot the model
  3. how to use feature_cross?
  4. Check fairness and confusion matrix.
  5. Create validation set
  6. Turn a regression problem to classification. Learn binary classification
  7. Neural network
  8. Mnist dataset, multiclass_classification

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