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Understanding Deep Learning

- Application in Rare Event Prediction (Student Version)

Bag om Understanding Deep Learning

Think of deep learning as an art of cooking. One way to cook is to follow a recipe. But when we learn how the food, the spices, and the fire behave, we make our creation. And an understanding of the "how" transcends the creation. Likewise, an understanding of the "how" transcends deep learning. In this spirit, this book presents the deep learning constructs, their fundamentals, and how they behave. Baseline models are developed alongside, and concepts to improve them are exemplified.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9798586701947
  • Indbinding:
  • Paperback
  • Sideantal:
  • 428
  • Udgivet:
  • 26. december 2020
  • Størrelse:
  • 170x244x22 mm.
  • Vægt:
  • 676 g.
  • 2-3 uger.
  • 14. december 2024
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Beskrivelse af Understanding Deep Learning

Think of deep learning as an art of cooking. One way to cook is to follow a recipe. But when we learn how the food, the spices, and the fire behave, we make our creation. And an understanding of the "how" transcends the creation. Likewise, an understanding of the "how" transcends deep learning. In this spirit, this book presents the deep learning constructs, their fundamentals, and how they behave. Baseline models are developed alongside, and concepts to improve them are exemplified.

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