University of Michigan
AI for Mechanical Engineers Specialization
University of Michigan

AI for Mechanical Engineers Specialization

Explore Emerging Applications of Machine Learning. Learn to lead in the field of mechanical engineering by leveraging AI technologies to drive innovation, efficiency, and sustainability across diverse applications and industries.

Wei Lu

Instructor: Wei Lu

1,537 already enrolled

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Get in-depth knowledge of a subject
4.4

(25 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.4

(25 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Implement AI-driven optimization in mechanical design processes

  • Integrate machine learning techniques for autonomous system applications

  • Develop solutions for energy efficiency and biomedical challenges using AI

  • Evaluate and apply cutting-edge AI methods to address mechanical engineering problems

Details to know

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Taught in English
Recently updated!

December 2024

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
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  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Michigan
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Specialization - 3 course series

AI for Design and Optimization

Course 110 hours4.2 (13 ratings)

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

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Technical Design
Category: Deep Learning
Category: Algorithms
Category: Generative AI
Category: Optimization Algorithms
Category: Design
Category: Applied Machine Learning
Category: Data-Driven Decision-Making
Category: Machine Learning Algorithms
Category: Machine Learning
Category: Artificial Intelligence
Category: Engineering Design Process

AI for Autonomous Vehicles and Robotics

Course 26 hours4.5 (14 ratings)

What you'll learn

  • Revise

Skills you'll gain

Category: Algorithms
Category: Generative AI
Category: Optimization Algorithms
Category: Supervised Learning
Category: Robotics
Category: Machine Learning
Category: Image Analysis
Category: Artificial Intelligence
Category: Reinforcement Learning
Category: Artificial Neural Networks
Category: Deep Learning
Category: Computer Vision
Category: Statistical Machine Learning
Category: Machine Learning Algorithms

What you'll learn

  • Gain proficiency with AI techniques for energy optimization

  • Develop an understanding of AI applications in biomedical sciences

  • Experiment with AI approaches to address energy and biomedical problems

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Gene Interpretation
Category: Generative AI
Category: Radiology
Category: Forecasting
Category: Predictive Maintenance
Category: Predictive Analytics
Category: Anomaly Detection
Category: Machine Learning
Category: Pharmaceuticals
Category: Maintenance, Repair, and Facility Services
Category: Image Analysis
Category: Medical Science and Research
Category: Artificial Intelligence
Category: Analytics
Category: Treatment Planning
Category: Deep Learning
Category: Energy Optimization
Category: Patient Treatment
Category: Predictive Modeling
Category: Bioinformatics
Category: Computer Vision
Category: Applied Machine Learning
Category: Medical Imaging

Instructor

Wei Lu
University of Michigan
3 Courses3,093 learners

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