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doc/customized+model.md
@@ -7,7 +7,7 @@ SQLFlow enables SQL programs to call deep learning models defined in Python. Thi
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Many deep leareners define models using Keras API or as an Estimator derived class.
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We prefer [Keras](https://keras.io/) over [Estimator](https://www.tensorflow.org/guide/estimators) for some reasons:
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-1. [TensorFlow Submit 2019](https://www.youtube.com/watch?v=k5c-vg4rjBw) announced that TensorFlow 2.x will closely integrate with Keras.
+1. [TensorFlow Dev Summit 2019](https://www.youtube.com/watch?v=k5c-vg4rjBw) announced that TensorFlow 2.x will closely integrate with Keras.
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2. We found more documents about Keras than Estimator.
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