1. Introduction  
2. Paradigms and Motivations of Applying Machine Learning in Optical Networks  
3. An Overview of Machine Learning in Optical Networks  
4. Machine Learning for Intelligent Optical Networks Control and Resource Management  
5. Machine Learning for Intelligent Optical Networks Monitoring and Survivability  
6. Challenges and Possible Solutions  
7. Conclusion