Hands-On Python Deep Learning for the Web

Table of Contents

1. Demystifying Artificial Intelligence and Fundamentals of Machine Learning
2. Getting Started with Deep Learning Using Python
3. Creating Your First Deep Learning Web Application
4. Getting Started with TensorFlow.js
5. Deep Learning through APIs
6. Deep Learning on Google Cloud Platform Using Python
7. DL on AWS Using Python: Object Detection and Home Automation
8. Deep Learning on Microsoft Azure Using Python
9. A General Production Framework for Deep Learning-Enabled Websites
10. Securing Web Apps with Deep Learning
11. DIY - A Web DL Production Environment
12. Creating an E2E Web App Using DL APIs and Customer Support Chatbot
13. Appendix: Success Stories and Emerging Areas in Deep Learning on the Web