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This module provides an overview of Artificial Intelligence technologies and their application in manufacturing as a core component of Industry 4.0. Understand the different classifications of A.I. technologies and their role in cognitive manufacturing. Learn about fundamental machine learning and deep learning techniques. Explore real-world applications of A.I. in smart manufacturing.

Part 1 – Introduction to Artificial Intelligence (11 minutes)

  • Examples of A.I. uses in different industries
  • A.I. as an enabler of cognitive manufacturing
  • Classification of A.I. technologies

Part 2 – Overview of A.I. Technologies (23 minutes)

  • Difference between A.I., Machine Learning and Deep Learning
  • Overview of Machine Learning techniques (supervised learning, unsupervised learning and reinforcement learning)
  • Introduction to Deep Learning and Convolutional Neural Networks (CNN)
  • The role of Explainable A.I.

Part 3 – Examples of A.I. Applications in Manufacturing (25 minutes)

  • Fields of application of A.I. in manufacturing
  • Training of collaborative robots for sorting parts
  • Computer vision based A.I. for quality inspection
  • A.I. training and data mining
  • Increasing Enterprise Resource Planning efficiency using A.I.