AI for Design and Optimization

Instructor: Wei Lu

Intermediate Level • 10 hours to complete 3 weeks at 3 hours a week • Flexible Schedule

What You'll Learn

  • Learn the fundamentals of artificial intelligence (AI) relevant to engineering design and optimization processes
  • Enhance engineering design creativity and optimize strategies by applying AI techniques
  • Learn to discern appropriate applications of AI to ensure effective integration into workflows
  • Learn to interpret outputs generated by AI models accurately

Skills You'll Gain

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)

Shareable Certificate

Earn a shareable certificate to add to your LinkedIn profile

Outcomes

  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 3 modules in this course

In module 1, you will be introduced to artificial intelligence (AI) and machine learning (ML), along with the essential vocabulary necessary to effectively communicate with relevant stakeholders. You will explore various applications of AI/ML in design and optimization, and understand the challenges associated with implementing these technologies in these fields.

In module 2, you will delve into the principles, tools, and applications of generative design across various industries. You will learn to unlock the power of generative design to revolutionize your approach to creativity and problem-solving. Generative design is a cutting-edge approach that harnesses the capabilities of AI and computational algorithms to explore design solutions.

In module 3, you will explore a range of AI-driven optimization algorithms and their applications across diverse industries. You will learn how to apply AI in optimizing complex systems and processes. Optimization lies at the heart of many decision-making processes, and AI technologies offer powerful tools to enhance efficiency, effectiveness, and innovation.