Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems

A comprehensive guide to Deep Learning for Beginners Key Features ● Learn how to design your own neural network efficie

803 304 257MB

English Pages 878 [876] Year 2023

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Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems

Table of contents :
1. Basics of Artificial Intelligence and Machine Learning
2. Introduction to Deep Learning with Python
3. Intuition of Neural Networks
4. Convolutional Neural Networks
5. Localization and Object Detection
6. Sequence Modeling in Neural Networks and Recurrent Neural Networks (RNN)
7. Gated Recurrent Unit, Long Short-Term Memory, and Siamese Networks
8. Generative Adversarial Networks

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Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems (TruePDF)
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