AI Academy

AI for Design and Optimization

Instructor: Wei Lu Duration: 10 hours to complete 3 weeks at 3 hours a week
Objective 1 Learn the fundamentals of artificial intelligence (AI) relevant to engineering design and optimization processes
Objective 2 Enhance engineering design creativity and optimize strategies by applying AI techniques
Objective 3 Learn to discern appropriate applications of AI to ensure effective integration into workflows
Objective 4 Learn to interpret outputs generated by AI models accurately
Design Thinking
Machine Learning
Technical Design
Machine Learning Algorithms
Computer-Aided Design
Artificial Intelligence
Deep Learning
Algorithms
Data-Driven Decision-Making
Machine Learning Methods
Generative AI
Artificial Neural Networks
Applied Machine Learning
Artificial Intelligence and Machine Learning (AI/ML)

AI for Autonomous Vehicles and Robotics

Instructor: Wei Lu Duration: 6 hours to complete 3 weeks at 2 hours a week
Objective 1 Revise
Image Analysis
Artificial Neural Networks
Artificial Intelligence and Machine Learning (AI/ML)
Statistical Machine Learning
Automation
Reinforcement Learning
Machine Learning Algorithms
Algorithms
Machine Learning
Deep Learning
Artificial Intelligence
Computer Vision
Machine Learning Methods

AI for Energy and Biomedical Applications

Instructor: Wei Lu Duration: 6 hours to complete 3 weeks at 2 hours a week
Objective 1 Gain proficiency with AI techniques for energy optimization
Objective 2 Develop an understanding of AI applications in biomedical sciences
Objective 3 Experiment with AI approaches to address energy and biomedical problems
Pharmacology
Applied Machine Learning
Bioinformatics
Artificial Intelligence and Machine Learning (AI/ML)
Predictive Analytics
Health Informatics
Artificial Intelligence
Precision Medicine
Deep Learning
Electric Power Systems
Anomaly Detection
Medical Imaging
Image Analysis
Predictive Modeling
Energy and Utilities
Machine Learning Algorithms