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NSM online Workshop onMachine Learning for Construction Automation June 4 -- 8, 2021
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| June 4, Friday |
| 14:00 – 15:30 | Introduction to Machine Learning |
| 15:30 – 17:00 | Discussion session: Applications |
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| June 5, Saturday |
| 09:30 – 11:00 | Learning tasks |
| 11:00 – 12:30 | Introduction to classification problems |
| 14:00 – 15:30 | Introduction to regression problems |
| 15:30 – 17:00 | Unsupervised learning |
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| June 7, Monday |
| 09:30 – 11:00 | Learning algorithms |
| 11:00 – 12:30 | Algorithms for regression and practical challenges |
| 14:00 – 15:30 | Algorithms for classification |
| 15:30 – 17:00 | Learning in the feature space, Support Vector Machines |
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| June 8, Tuesday |
| 09:30 – 11:00 | Artificial Neural Networks and Deep learning |
| 11:00 – 12:30 | Case studies |
| 14:00 – 17:00 | Quiz, Feedback |
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