Deep Learning from Scratch is popular PDF and ePub book, written by Seth Weidman in 2019-09-09, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Deep Learning from Scratch can be Read Online from any device for your convenience.
Deep Learning from Scratch Book PDF Summary
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You’ll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way. Author Seth Weidman shows you how neural networks work using a first principles approach. You’ll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up. With a thorough understanding of how neural networks work mathematically, computationally, and conceptually, you’ll be set up for success on all future deep learning projects. This book provides: Extremely clear and thorough mental models—accompanied by working code examples and mathematical explanations—for understanding neural networks Methods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented framework Working implementations and clear-cut explanations of convolutional and recurrent neural networks Implementation of these neural network concepts using the popular PyTorch framework
Detail Book of Deep Learning from Scratch PDF
- Author : Seth Weidman
- Release : 09 September 2019
- Publisher : O'Reilly Media
- ISBN : 9781492041382
- Genre : Computers
- Total Page : 253 pages
- Language : English
- PDF File Size : 14,7 Mb
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