培训课程 线上课堂 Navigating the AI/ML Landscape in Modern Engineering

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课程总时长:2小时59分钟30秒
Navigating the AI/ML Landscape in Modern Engineering
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Taking a Deep-Dive into the Intersecting Domains of AI/ML and Modern Engineering Practices

Watch the webinar series on "Navigating the AI/ML Landscape in Modern Engineering", a journey through the critical aspects of AI/ML and their transformative role in contemporary engineering practices.

Here's what you will learn 

  • Session 1: Understanding AI/ML: Predictive vs Generative Models
    Explore the unique roles and applications of predictive and generative models within the AI/ML paradigm and how to choose the right model depending on the context and requirements. 
  • Session 2: Leveraging Image-Based Engineering and Its Applications
    Dive into image-based engineering, explore its value, utilization, and learn about its applications in solving complex engineering problems and promoting innovations.
  • Session 3: The Intersection of AI/ML, Optimization and Reliability
    Understand how the amalgamation of AI/ML techniques with optimization and reliability (UQ) can lead to more robust and resilient engineering solutions.
  • Session 4: The Crucial Role of Feature Extraction in AI/ML
    Learn about the vital role of feature extraction in AI/ML, how it impacts the performance of predictive models, and the strategies for effective implementation.
  • Session 5: Mastering Forecasting Models: ARIMA, LSTM, DMD
    Get an in-depth understanding of popular forecasting methods, including ARIMA, LSTM, DMD, and how to harness these models in practical forecasting situations.

Throughout this series, we'll be showcasing ODYSSEE, an advanced software tool that drives robust and efficient engineering solutions. We will use ODYSSEE to demonstrate live practical applications, making the role of AI/ML in engineering more comprehensible.

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