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Introduction to Deep Learning for Engineers Using Python and Google Cloud Platform - Tariq M. Arif 2020 PDF Morgan & Claypool Publishers BOOKS PROGRAMMING
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Introduction to Deep Learning for Engineers Using Python and Google Cloud Platform
Author: Tariq M. Arif
Year: 2020
Number of pages: 111
Format: PDF
File size: 25,3 MB
Language: ENG

This book provides a short introduction and easy-to-follow implementation steps of deep learning using Google Cloud Platform. It also includes a practical case study that highlights the utilization of Python and related libraries for running a pre-trained deep learning model.In recent years, deep learning-based modeling approaches have been used in a wide variety of engineering domains, such as autonomous cars, intelligent robotics, computer vision, natural language processing, and bioinformatics. Also, numerous real-world engineering applications utilize an existing pre-trained deep learning model that has already been developed and optimized for a related task. However, incorporating a deep learning model in a research project is quite challenging, especially for someone who doesn't have related machine learning and cloud computing knowledge. Keeping that in mind, this book is intended to be a short introduction of deep learning basics through the example of a practical implementation case.

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