Machine Learning
Machine Learning for Engineers: A Practical Introduction
How engineers can apply supervised learning to real measurement and simulation data without a computer science degree.
13 min readBy Amara Okafor
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Machine Learning
From supervised learning to MLOps and reduced-order models, with worked engineering examples.
Topics in this cluster
- Supervised learning
- Unsupervised learning
- Neural networks
- Model evaluation
- Feature engineering
- Machine learning projects
- MLOps
- Reduced-order models and machine learning
Articles
Machine Learning
Supervised vs. Unsupervised Learning
When labels help, when they are unnecessary, and how to choose an approach for engineering datasets.
8 min readBy Amara Okafor
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