Course overview
Learn how machine learning is applied in manufacturing with Machine Learning of AI for Manufacturing. This course covers practical applications such as quality prediction, document processing, text mining, and AI-based image recognition for bin picking. You will gain hands-on experience with data visualization, machine learning algorithms, and deep learning models like Convolutional Neural Networks (CNNs) to improve efficiency and decision-making in manufacturing processes.
What you will learn:
- How to visualize data effectively to extract and communicate insights.
- Selecting and applying appropriate machine learning methods to solve complex manufacturing problems.
- Implementing and training CNN models for applications like quality prediction and image recognition.
- Practical applications in laser seam welding, requirement classification, and automated bin picking.
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