دانلود کتاب Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide

Name: Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide
Availability: InStock
Author: Ahmed Fawzy Gad
ISBN: 0323909337,9780323909334

by Ahmed Fawzy Gad, Fatima Ezzahra Jarmouni

عنوان فارسی: مقدمه ای بر یادگیری عمیق و شبکه های عصبی با Python: یک راهنمای عملی
ناشر: Academic Press
سال: 2020
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 300-288
شابک: 0323909337,9780323909334
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 44.42 مگابایت

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جزییات کتاب

Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide is an intensive step-by-step guide for neuroscientists to fully understand, practice, and build neural networks. Providing math and Python™ code examples to clarify neural network calculations, by book’s end readers will fully understand how neural networks work starting from the simplest model Y=X and building from scratch. Details and explanations are provided on how a generic gradient descent algorithm works based on mathematical and Python™ examples, teaching you how to use the gradient descent algorithm to manually perform all calculations in both the forward and backward passes of training a neural network.