DOWNLOADS Understanding Deep Learning by Simon J.D. Prince

Understanding Deep Learning by Simon J.D. Prince

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

Download eBook

Ebook for mobile jar free download Understanding Deep Learning

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: LA HEREJIA DE HORUS 2: FALSOS DIOSES GRAHAM MCNEILL ePub gratis read pdf, DOWNLOAD [PDF] {EPUB} Le secret de la science de l'enrichissement - Changez vos croyances sur le succès et l'argent read pdf, [PDF EPUB] Download How AI Works: From Sorcery to Science by Ronald T. Kneusel Full Book pdf, DOWNLOAD [PDF] {EPUB} Starseeds What's It All About?: The Fast Track to Mastering Ascension by Alexander Quinn download pdf, Download PDF Nouvelle géopolitique de l'art contemporain - Chronique d'une domination économique et culturelle read pdf, Read online: Soulagez vos douleurs par les Trigger Points - Guide complet d'automassage site, Download PDF Nos corps étrangers download link, {pdf download} I Swear I Won't Bother You Again! (Manga) Vol. 4 by Reina Soratani, Haru Harukawa read book, Descargar [PDF] {EPUB} NOCHE Y NIEBLA download pdf, PROHIBIDO ENAMORARSE (#KISSME 1) leer epub gratis link, Read online: Italian Battle Fleet 1940-43: 'La Squadra', the pride of the Regia Marina by Enrico Cernuschi, Edouard A. Groult read book, [PDF] A LA CAZA DE JACK EL DESTRIPADOR descargar gratis read pdf, [PDF/Kindle] Heaven's Breath: A Natural History of the Wind by Lyall Watson, Nick Hunt site, Download PDF Le sommet des dieux Tome 4 read pdf, DOWNLOAD [PDF] {EPUB} My Name Is Shingo: The Perfect Edition, Vol. 1 by Kazuo Umezz site,