TensorFlow Neural Networks and Working with Tables

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01 - Introduction

01 - Using TensorFlow for neural networks and tables.mp4

00:41

02 - What you should know.mp4

00:22

03 - What is TensorFlow.mp4

02:31

02 - 1. Fashion MNIST and Neural Networks

01 - Working with the Fashion-MNIST dataset.mp4

05:49

02 - Neural network intuition.mp4

04:49

03 - Train the network.mp4

03:44

03 - 2. Working with Loss, Gradient Descent, and Optimizers

01 - Loss.mp4

01:42

02 - Gradient descent.mp4

01:33

03 - Optimizers.mp4

01:10

04 - Neural network visualization.mp4

07:02

04 - 3. Working with Tabular Data

01 - Introduction to the Titanic dataset.mp4

03:25

02 - Comparing the Titanic model to the Fashion-MNIST model.mp4

01:58

03 - tf.data API.mp4

02:06

04 - Feature engineering.mp4

04:24

05 - Train and evaluate the model.mp4

01:00

05 - Conclusion

01 - Next steps and additional resources.mp4

00:51

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