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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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