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Understanding Deep Learning: Application in Rare Event Prediction

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Description

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. Every topic is thoroughly explained and illustrated graphically. Moreover, implementations in TensorFlow 2x are given for developing a complete understanding.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
24 December 2020
Listed Since
25 December 2020

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