Deep Learning from Scratch: Building with Python from First Principles

Seth Weidman

Informasi Umum

Kode

20.21.1937

Klasifikasi

005.262 - Programming in specific programming languages

Jenis

Buku - Elektronik (E-Book)

Subjek

Programming Languages

No. Rak

2

Informasi Lainnya

Abstraksi

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.