Type of course:
Digital learning, Path
Language:
EN
Duration:
1 hour
Workload:
6 hours
Proficiency:
Advanced
Target:
Professionals, Students
This Learning Path explores the world of artificial intelligence and machine learning with a specific focus on manufacturing applications. This course covers essential topics, including quality prediction for Laser Seam Welding, document processing, and text mining for requirement classification, as well as AI-based image recognition for bin picking.
Learning outcomes
- The learner will be able to demonstrate proficiency in visualizing data effectively to convey meaningful insights.
- The learner will be able to select and apply appropriate machine learning methods and algorithms to resolve complex problems in diverse contexts.
- The learner will be able to implement and train Convolutional Neural Network (CNN) models for various applications, showcasing expertise in deep learning techniques.
LessonDocument processing and text mining for requirement classification
Course Content
LessonBin picking - AI-based image recognition
Course Content
LessonMachine learning quiz of AI for Manufacturing
Course Content
Topics
Digital Transformation, Artificial Intelligence (AI)
Provided by
Content created in 2023
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