The video discusses in TensorFlow: IMDB movie review text classification.
00:00:00 - Overview
00:00:38 - Install: tensorflow-hub, tensorflow-datasets
00:01:12 - Import libraries
00:03:43 - Download dataset: IMDB
00:06:24 - IMDB: check shape of train, validation and test data
00:07:50 - IMDB: explore data: next(iter(train_data.batch(10)))
00:10:28 - Build model: Why and the what!
00:13:06 - Build model: hub.KerasLayer()
00:14:41 - Build model: examples of embeddings
00:15:15 - Build model: tf.keras.Sequential(), model.add(hub_layer)
00:16:15 - Compile model: model.compile()
00:16:55 - Fit model: model.fit()
00:22:45 - Evaluate the model
00:24:04 - Ending notes
# ----------------
# TensorFlow Guide
# ----------------
[ Ссылка ]
