Deep Learning from Scratch
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…
Specifikacia Deep Learning from Scratch
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
Deep Learning from Scratch
Learning Deep Learning
From Scratch
Deep Learning
Generative Deep Learning
Jazz Piano from Scratch
Music Technology from Scratch
Deep Learning with PyTorch
Advanced Applied Deep Learning
Dive Into Deep Learning
Fundamentals of Deep Learning
Math for Deep Learning
Dive into Deep Learning