DOWNLOADS Understanding Deep Learning by Simon J.D. Prince

Understanding Deep Learning. Simon J.D. Prince

Understanding-Deep-Learning.pdf
ISBN: 9780262048644 | 544 pages | 14 Mb

• Understanding Deep Learning
• Simon J.D. Prince
• Page: 544
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780262048644
• Publisher: MIT Press

Download Understanding Deep Learning

Free full ebooks download Understanding Deep Learning by Simon J.D. Prince 9780262048644

Overview

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced models, each concept is presented in lay terms and then detailed precisely in mathematical form and illustrated visually. The result is a lucid, self-contained textbook suitable for anyone with a basic background in applied mathematics. Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion models Short, focused chapters progress in complexity, easing students into difficult concepts Pragmatic approach straddling theory and practice gives readers the level of detail required to implement naive versions of models Streamlined presentation separates critical ideas from background context and extraneous detail Minimal mathematical prerequisites, extensive illustrations, and practice problems make challenging material widely accessible Programming exercises offered in accompanying Python Notebooks

More eBooks:
DOWNLOAD [PDF] {EPUB} Demain T03
Descargar [PDF] {EPUB} CONVERSACION EN LA CATEDRAL (EDICIÓN ESPECIAL 50º ANIVERSARIO)
Download PDF Skin of a Sinner by Avina St. Graves
PERMACULTURA:LA BIBLIA PARA PRINCIPIANTES JOHANN GIS ePub gratis
Online Read Ebook Kamasutra feminista ilustrado / Illustrated Feminist Kamasutra by Lola Lúpez, María Uve
CANTAR DE LAS HUESTES DE IGOR leer epub gratis
[PDF/Kindle] So I'm a Spider, So What?, Vol. 15 (light novel) by Okina Baba, Tsukasa Kiryu
[PDF/Kindle] La faille by Franck Thilliez
[PDF] HTML & JavaScript pour les Nuls download
{pdf download} Les principes fondamentaux de la médecine chinoise
DOWNLOADS Musculoskeletal Anatomy Coloring Book by Joseph E. Muscolino DC