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10 Modules / ~100 pages
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~25 Modules / ~400 pages

Artificial Intelligence for Smart Grid Cybersecurity
( 30 Modules )

Module #1
Introduction to Smart Grid and Cybersecurity
Overview of smart grid architecture, cybersecurity threats, and the need for AI-based solutions
Module #2
AI Fundamentals for Cybersecurity
Basic concepts of artificial intelligence, machine learning, and deep learning
Module #3
Smart Grid Cybersecurity Threats and Vulnerabilities
Common cyber threats and vulnerabilities in smart grid systems
Module #4
Anomaly Detection using AI
Introduction to anomaly detection techniques using AI and their applications in smart grid cybersecurity
Module #5
Machine Learning for Intrusion Detection
Machine learning techniques for intrusion detection in smart grid systems
Module #6
Deep Learning for Anomaly Detection
Deep learning techniques for anomaly detection in smart grid systems
Module #7
AI-powered Predictive Maintenance
Using AI for predictive maintenance in smart grid systems to prevent cyber-physical attacks
Module #8
AI-based Incident Response
AI-based incident response strategies for smart grid cybersecurity
Module #9
Cyber-Physical Systems and AI
Cyber-physical systems in smart grids and the role of AI in securing them
Module #10
Edge AI for Real-time Analytics
Edge AI for real-time analytics and anomaly detection in smart grid systems
Module #11
AI-powered Threat Intelligence
Using AI for threat intelligence gathering and analysis in smart grid cybersecurity
Module #12
Human-Machine Interface for AI-driven Cybersecurity
Designing effective human-machine interfaces for AI-driven cybersecurity systems
Module #13
Explainable AI for Cybersecurity
Explainable AI techniques for transparency and trust in AI-driven cybersecurity decisions
Module #14
Case Studies:AI in Smart Grid Cybersecurity
Real-world case studies of AI applications in smart grid cybersecurity
Module #15
Ethical Considerations in AI-driven Cybersecurity
Ethical considerations and risks associated with AI-driven cybersecurity systems
Module #16
AI-powered Cybersecurity Policy Development
Using AI to inform and develop cybersecurity policies for smart grid systems
Module #17
Standards and Regulations for AI-driven Cybersecurity
Overview of relevant standards and regulations for AI-driven cybersecurity in smart grid systems
Module #18
Future Directions in AI for Smart Grid Cybersecurity
Emerging trends and future directions in AI for smart grid cybersecurity
Module #19
Hands-on Lab:AI-powered Anomaly Detection
Hands-on lab exercises for implementing AI-powered anomaly detection in smart grid systems
Module #20
Hands-on Lab:AI-driven Incident Response
Hands-on lab exercises for implementing AI-driven incident response in smart grid systems
Module #21
Hands-on Lab:Edge AI for Real-time Analytics
Hands-on lab exercises for implementing edge AI for real-time analytics in smart grid systems
Module #22
Hands-on Lab:AI-powered Threat Intelligence
Hands-on lab exercises for implementing AI-powered threat intelligence in smart grid systems
Module #23
Hands-on Lab:Explainable AI for Cybersecurity
Hands-on lab exercises for implementing explainable AI for cybersecurity in smart grid systems
Module #24
Capstone Project:AI for Smart Grid Cybersecurity
Capstone project for implementing AI-based solutions for smart grid cybersecurity
Module #25
Special Topic:AI for Cyber-Physical Systems
In-depth exploration of AI applications for cyber-physical systems in smart grids
Module #26
Special Topic:AI for IoT Security
In-depth exploration of AI applications for IoT security in smart grids
Module #27
Special Topic:AI for Supply Chain Security
In-depth exploration of AI applications for supply chain security in smart grids
Module #28
Special Topic:AI for Energy Storage Security
In-depth exploration of AI applications for energy storage security in smart grids
Module #29
Special Topic:AI for Electric Vehicle Charging Security
In-depth exploration of AI applications for electric vehicle charging security in smart grids
Module #30
Course Wrap-Up & Conclusion
Planning next steps in Artificial Intelligence for Smart Grid Cybersecurity career


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