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Dealing with the data deluge in science
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Classroom Contents
Beyond Tech - Machine Learning in Science & Policy - Professor David Dunson, Duke
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- 1 Intro
- 2 What is machine learning?
- 3 Some examples of labeled data
- 4 Mimicking automating humans?
- 5 Self-driving cars
- 6 What creates critical problems for deep learning?
- 7 Dealing with the data deluge in science
- 8 ML in policy & automated decision making
- 9 A geometric solution
- 10 Application to creativity
