[DOWNLOAD] "Introduction to Deep Learning and Neural Networks with Python™" by Ahmed Fawzy Gad & Fatima Ezzahra Jarmouni # eBook PDF Kindle ePub Free
eBook details
- Title: Introduction to Deep Learning and Neural Networks with Python™
- Author : Ahmed Fawzy Gad & Fatima Ezzahra Jarmouni
- Release Date : January 25, 2020
- Genre: Neuroscience,Books,Professional & Technical,Medical,Science & Nature,Life Sciences,Anatomy & Physiology,
- Pages : * pages
- Size : 92961 KB
Description
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.Examines the practical side of deep learning and neural networksProvides a problem-based approach to building artificial neural networks using real dataDescribes Python™ functions and features for neuroscientistsUses a careful tutorial approach to describe implementation of neural networks in Python™Features math and code examples (via companion website) with helpful instructions for easy implementation