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Machine Learning
AI for Mechanical Engineers
Curriculum
3 Sections
20 Lessons
1 Week
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AI for Design and Optimization
7
1.1
Introduction to key concepts
1.2
Machine Learning Algorithms
1.3
Deep Learning and Neural Network
1.4
Introduction of AI ML in Design and Optimization
1.5
Generative Design Principles
1.6
Introduction to Algorithms and Techniques
1.7
Generative Adversarial Networks
AI for Autonomous Vehicles and Robotics
7
2.1
Introduction to Robotics Techniques
2.2
Introduction to Self Driving Cars
2.3
Algorithms in Robotics
2.4
Algorithms in self Driving cars
2.5
Motion Planning Perception and Learning in Robotics
2.6
State Estimation and Localization for Autonomous Vehicles
2.7
Visual Perception for Self Driving Cars
AI for Energy Biomedical Applications
6
3.1
AI for Energy Generation and Distribution
3.2
AI for Energy Storage and Consumption
3.3
AI for Predictive Maintenance in Power Generation Grid Systems
3.4
AI Powered Predictive Maintenance for Renewable Energy Storage Systems
3.5
AI in Medical Image and Genomic Data Interpretation
3.6
AI Driven Drug Discovery and Genomic Insights for Personalized Medicine
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