Section 3: Advanced Examples and Neural Networks in TPOT

This section is aimed toward more advanced users. Topics such as neural networks are introduced, and neural network classifiers are built in TPOT. Finally, a predictive model is deployed as a REST API both locally and to the cloud and is then used to make predictions in real time.

This section contains the following chapters:

• Chapter 6, Getting Started with Deep Learning – Crash Course in Neural Networks
• Chapter 7, Neural Network Classifier with TPOT
• Chapter 8, TPOT Model Deployment
• Chapter 9, Using the Deployed TPOT Model in Production