TensorFlow Dataset & Data Preparation

MINST Data Preprocessing with NumPy

tf.data.Dataset Basic

Mini-Batch (dataset.batch)

Cache & Prefetch

Dataset with NumPy ndarray

Dataset with NumPy ndarray & Keras Preprocessing Layers

TensorFlow Datasets

TFRecord Dataset

Text Line Dataset

CSV Dataset

Dataset — One file for each sample

Padding

Repeat

Shuffle

Preprocessing data with Map

Time Sequence Data (Optional)

Credits and References

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