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diff --git a/tensorflow/docs_src/tutorials/keras/index.md b/tensorflow/docs_src/tutorials/keras/index.md new file mode 100644 index 0000000000..9d42281c8f --- /dev/null +++ b/tensorflow/docs_src/tutorials/keras/index.md @@ -0,0 +1,22 @@ +# Learn and use machine learning + +This notebook collection is inspired by the book +*[Deep Learning with Python](https://books.google.com/books?id=Yo3CAQAACAAJ)*. +These tutorials use `tf.keras`, TensorFlow's high-level Python API for building +and training deep learning models. To learn more about using Keras with +TensorFlow, see the [TensorFlow Keras Guide](../../guide/keras). + +Publisher's note: *Deep Learning with Python* introduces the field of deep +learning using the Python language and the powerful Keras library. Written by +Keras creator and Google AI researcher François Chollet, this book builds your +understanding through intuitive explanations and practical examples. + +To learn about machine learning fundamentals and concepts, consider taking the +[Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/). +Additional TensorFlow and machine learning resources are listed in [next steps](../next_steps). + +1. [Basic classification](./basic_classification) +2. [Text classification](./basic_text_classification) +3. [Regression](./basic_regression) +4. [Overfitting and underfitting](./overfit_and_underfit) +5. [Save and restore models](./save_and_restore_models) |