Build, Train and Deploy Your First Neural Network with TensorFlow 2
The full ML workflow in TensorFlow 2 and Keras — build, train, monitor and deploy a neural network.
A comprehensive introduction to building, training, and deploying neural networks with TensorFlow 2 and Keras.
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What's inside
12 sections- 1 Table of Contents
- 2 Course Overview
- 3 Why Learn TensorFlow?
- 4 TensorFlow Environment Setup
- 5 AI and Machine Learning Concepts
- 6 Applying the ML Workflow with TensorFlow — House Price Prediction
- 7 Understanding Neural Networks
- 8 Building and Training the First Neural Network
- 9 Monitoring and Improving Performance
- 10 Deploying the Neural Network
- 11 Conclusion and Next Steps
- 12 Appendix — Key Commands and API Reference
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