Machine Learning for Economists: NeuralNetworks and Deep Learning · 2019. 5. 15. · Machine...
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Machine Learning for Economists:Neural Networks and Deep Learning
Gentle Introduction
International Monetary Fund
Washington, D.C.,October, 2018
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Disclaimer #1:
The views expressed herein are those of the authors andshould not be attributed to the International Monetary
Fund, its Executive Board, or its management.
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Neural Networks
Neural networks are behind the most impressive andmedialized successes of machine learning in recent years. . .
Examples:
I language translation (e.g. Google translate) progressI image/object recognition (self-driving cars, radiology, tumor
scans, etc.)I speech recognition and translationI reinforcement learning advances (playing Go, . . . )I . . .
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Neural Networks
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Neural Networks
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Neural Networks
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Style Transfer
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Style Transfer
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Neural Networks
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Neural Networks
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Deep Fakes
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Neural Networks