The Practice of Art and AI

Download The Practice of Art and AI PDF Online Free

Author :
Publisher : Hatje Cantz
ISBN 13 : 9783775751421
Total Pages : 307 pages
Book Rating : 4.7/5 (514 download)

DOWNLOAD NOW!


Book Synopsis The Practice of Art and AI by : Andreas J. Hirsch

Download or read book The Practice of Art and AI written by Andreas J. Hirsch and published by Hatje Cantz. This book was released on 2022-01-04 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidisciplinary explorations of AI and its implications for art In this multidisciplinary volume, European ARTificial Intelligence Lab, in partnership with Ars Electronica, considers the incredibly rapid development of Artificial Intelligence in the context of the cyber-arts. Bringing together 13 cultural and six scientific institutions from across Europe, this publication explores the interdisciplinary exchange between art and science and summarizes the accomplishments of the AI Lab since its opening. This guide to the events and exhibitions for this project includes more than 500 reproductions, profiles on featured exhibitors and essays. In keeping with the project's focus on the interplay between art and technology, the book includes QR codes which link the reader to video lectures and other supplementary materials. Artists and researchers include: Eva Smrekar, Eduardo Reck Miranda, Ian Gouldstone, Aarati Akkapeddi, Cecilie Waagner Falkenstrøm, Tega Brain, Sam Lavigne, Hannah Jayanti, Sarah Petkus, Mark J. Koch, Mimi Onuoha, Caroline Sinders, LaJuné McMillian, Victoria Vesna and many more.

AI for Arts

Download AI for Arts PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1000433056
Total Pages : 69 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!


Book Synopsis AI for Arts by : Niklas Hageback

Download or read book AI for Arts written by Niklas Hageback and published by CRC Press. This book was released on 2021-08-25 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI for Arts is a book for anyone fascinated by the man–machine connection, an unstoppable evolution that is intertwining us with technology in an ever-greater degree, and where there is an increasing concern that it will be technology that comes out on top. Thus, presented here through perhaps its most esoteric form, namely art, this unfolding conundrum is brought to its apex. What is left of us humans if artificial intelligence also surpasses us when it comes to art? The articulation of an artificial intelligence art manifesto is long overdue, so hopefully this book can fill a gap that will have repercussions not only for aesthetic and philosophical considerations but possibly more so for the development of artificial intelligence.

AI Art

Download AI Art PDF Online Free

Author :
Publisher :
ISBN 13 : 9781785420856
Total Pages : 178 pages
Book Rating : 4.4/5 (28 download)

DOWNLOAD NOW!


Book Synopsis AI Art by : Joanna Zylinska

Download or read book AI Art written by Joanna Zylinska and published by . This book was released on 2020-07-15 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: In AI Art, Joanna Zylinska cuts through the smoke and mirrors surrounding the current narratives of computation, robotics and Artificial Intelligence. Offering a critique of the political underpinnings of AI and its dominant aesthetics, this book raises broader questions about the conditions of art making, creativity and labour today.

Art in the Age of Machine Learning

Download Art in the Age of Machine Learning PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262367106
Total Pages : 215 pages
Book Rating : 4.2/5 (623 download)

DOWNLOAD NOW!


Book Synopsis Art in the Age of Machine Learning by : Sofian Audry

Download or read book Art in the Age of Machine Learning written by Sofian Audry and published by MIT Press. This book was released on 2021-11-23 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of machine learning art and its practice in new media art and music. Over the past decade, an artistic movement has emerged that draws on machine learning as both inspiration and medium. In this book, transdisciplinary artist-researcher Sofian Audry examines artistic practices at the intersection of machine learning and new media art, providing conceptual tools and historical perspectives for new media artists, musicians, composers, writers, curators, and theorists. Audry looks at works from a broad range of practices, including new media installation, robotic art, visual art, electronic music and sound, and electronic literature, connecting machine learning art to such earlier artistic practices as cybernetics art, artificial life art, and evolutionary art. Machine learning underlies computational systems that are biologically inspired, statistically driven, agent-based networked entities that program themselves. Audry explains the fundamental design of machine learning algorithmic structures in terms accessible to the nonspecialist while framing these technologies within larger historical and conceptual spaces. Audry debunks myths about machine learning art, including the ideas that machine learning can create art without artists and that machine learning will soon bring about superhuman intelligence and creativity. Audry considers learning procedures, describing how artists hijack the training process by playing with evaluative functions; discusses trainable machines and models, explaining how different types of machine learning systems enable different kinds of artistic practices; and reviews the role of data in machine learning art, showing how artists use data as a raw material to steer learning systems and arguing that machine learning allows for novel forms of algorithmic remixes.

Make Art with Artificial Intelligence

Download Make Art with Artificial Intelligence PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.5/5 (771 download)

DOWNLOAD NOW!


Book Synopsis Make Art with Artificial Intelligence by : Kevin Ashley

Download or read book Make Art with Artificial Intelligence written by Kevin Ashley and published by . This book was released on 2021-04 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: MAKE ART with Artificial Intelligence A guide on practical artificial intelligence for drawing, art, illustration, and design - for everyone interested in creativity, art, and technology. The book has hundreds of original illustrations made or augmented with AI, 20+ online and video tutorials, 35+ Python notebooks, a GitHub repository and a blockchain art gallery. Written and illustrated by Kevin Ashley, a Microsoft developer hall of fame engineer, and an author of books and courses on artificial intelligence. Think of this book as v3.0 of your drawing class manual on how to sketch, draw faces, emotions, body poses, landscapes, apply light, color, style, emotion, expressions, perspective, generate animations, speech and more with artificial intelligence. All artwork from this book is created or augmented with machine learning and available in online NFT gallery, as well as tutorials and practical examples. The impact of this book in data science community inspired a group of Microsoft engineers and data scientists to implement a project they called Azure Picasso to streamline the path from a conceptual artwork, enhanced with artificial intelligence to publishing art in online galleries. FROM REVIEWS This is similar to the best lecture classes I had in college where the professor talked in class about the concepts and fundamentals but then gave us homework that would let us experiment and try out the concepts hands-on. As an artist who has 30 years of artwork looking to share, I love this book because it's approachable to the novice and useful to the expert. EDITIONS Beautiful Paperback, 8x10, color edition, more illustrations than the e-book, reads like an art book, beautiful print and high-quality paper. eBook - easy to read on phones, tablets and online readers, reflowing text, great for practical tutorials, as the book has many links to tutorials. CONTENTS Getting Started (History of Art and AI - Drawing - Sketching - Action and Poses - Landscapes and Scenery - Animation - Selling your Art) Creative Tools (Traditional tools - Digital tools - AI Tools - Python - Notebooks - Practice Studies). Neural Networks for Art (Neurons - Neural networks - Supervised learning - Unsupervised learning - Generative Adversarial Networks - Machine Learning Models and Training - Reinforcement learning - Practice Studies) Drawing and Sketching with AI (Sketching - Improving Sketches with AI - Childhood Drawings - Creativity - Inking - Shading and Light - Coloring - Practice Studies) Faces and Facial Expressions (How AI recognizes human faces - Facial features - Emotions - 3D Faces - Cartoons and Caricature - Anime and Manga - Generating Faces with AI) Pose and Actions with AI (Action with AI - Keypoints - Pose Estimation - Drawing Human Body - Human Pose Datasets - Perspective and Depth) Landscapes and Scenery (Landscapes - Generating Landscapes - AI Models and Methods for Landscapes - Practice Studies) Style and Content (Style and Style Transfer in Art and AI - Generative Adversarial Networks - Creative Style) Animation with AI (History of Animation - 12 Principles of Animation - Using AI for Animation - Animating Speech, Lips and Faces) How to Sell your Art with Blockchain and NFT (Why Blockchain - Smart Contracts and NFTs - Creating a Crypto Wallet - Creating your Gallery - Listing for Sale - Getting Paid) The book comes with online tutorials, including assets, resources and notebooks for artists, data scientists or engineers. With basic Python you can create stunning works of art, but the knowledge of Python is not required. Enjoy this unique and insightful book!

The Artist in the Machine

Download The Artist in the Machine PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262539624
Total Pages : 429 pages
Book Rating : 4.2/5 (625 download)

DOWNLOAD NOW!


Book Synopsis The Artist in the Machine by : Arthur I. Miller

Download or read book The Artist in the Machine written by Arthur I. Miller and published by MIT Press. This book was released on 2020-11-10 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover the key problem.” He talks to people on the cutting edge of artificial intelligence, encountering computers that mimic the brain and machines that have defeated champions in chess, Jeopardy!, and Go. In the central part of the book, Miller explores the riches of computer-created art, introducing us to artists and computer scientists who have, among much else, unleashed an artificial neural network to create a nightmarish, multi-eyed dog-cat; taught AI to imagine; developed a robot that paints; created algorithms for poetry; and produced the world's first computer-composed musical, Beyond the Fence, staged by Android Lloyd Webber and friends. But, Miller writes, in order to be truly creative, machines will need to step into the world. He probes the nature of consciousness and speaks to researchers trying to develop emotions and consciousness in computers. Miller argues that computers can already be as creative as humans—and someday will surpass us. But this is not a dystopian account; Miller celebrates the creative possibilities of artificial intelligence in art, music, and literature.

Unfolding Practice

Download Unfolding Practice PDF Online Free

Author :
Publisher :
ISBN 13 : 9781943039012
Total Pages : pages
Book Rating : 4.0/5 (39 download)

DOWNLOAD NOW!


Book Synopsis Unfolding Practice by : Arzu Mistry

Download or read book Unfolding Practice written by Arzu Mistry and published by . This book was released on 2016-06-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Unfolding Practice: Reflections on Learning and Teaching is a conversation between two artist-educators. Flowing across five chapters, the double sided accordion book has been curated from ten years of recorded conversations, field notes, planning, sketches, reflection, and teaching. The front of the book weaves text, illustration, cutouts, and screen prints, journeying through artistic process and educational practice. The back of the book is a guide, expanding on the practice of using accordion books as a tool for capturing, visualizing, and building upon reflective thinking. The brown paper alludes to the craft paper that is ubiquitous in schools and captures process more than the preciousness of a final product.

Tactical Entanglements

Download Tactical Entanglements PDF Online Free

Author :
Publisher :
ISBN 13 : 9783957961839
Total Pages : 188 pages
Book Rating : 4.9/5 (618 download)

DOWNLOAD NOW!


Book Synopsis Tactical Entanglements by : Martin Zeilinger

Download or read book Tactical Entanglements written by Martin Zeilinger and published by . This book was released on 2021-06-18 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do artistic experiments with artificial intelligence problematize human-centered notions of creative agency, authorship, and ownership? Offering a wide-ranging discussion of contemporary digital art practices, philosophical and technical considerations of AI, posthumanist thought, and emerging issues of intellectual property and the commons, this book is firmly positioned against the anthropomorphic spectacle of "creative AI." It proposes instead the concept of the posthumanist agential assemblage, and invites readers to consider what new types of creative practice, what reconfigurations of the author function, and what critical interventions become possible when AI art provokes tactical entanglements between aesthetics, law, and capital.

Art as Social Practice

Download Art as Social Practice PDF Online Free

Author :
Publisher : Routledge
ISBN 13 : 1000546144
Total Pages : 355 pages
Book Rating : 4.0/5 (5 download)

DOWNLOAD NOW!


Book Synopsis Art as Social Practice by : xtine burrough

Download or read book Art as Social Practice written by xtine burrough and published by Routledge. This book was released on 2022-03-07 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a focus on socially engaged art practices in the twenty-first century, this book explores how artists use their creative practices to raise consciousness, form communities, create change, and bring forth social impact through new technologies and digital practices. Suzanne Lacy’s Foreword and section introduction authors Anne Balsamo, Harrell Fletcher, Natalie Loveless, Karen Moss, and Stephanie Rothenberg present twenty-five in-depth case studies by established and emerging contemporary artists including Kim Abeles, Christopher Blay, Joseph DeLappe, Mary Beth Heffernan, Chris Johnson, Rebekah Modrak, Praba Pilar, Tabita Rezaire, Sylvain Souklaye, and collaborators Victoria Vesna and Siddharth Ramakrishnan. Artists offer firsthand insight into how they activate methods used in socially engaged art projects from the twentieth century and incorporated new technologies to create twenty-first century, socially engaged, digital art practices. Works highlighted in this book span collaborative image-making, immersive experiences, telematic art, time machines, artificial intelligence, and physical computing. These reflective case studies reveal how the artists collaborate with participants and communities, and have found ways to expand, transform, reimagine, and create new platforms for meaningful exchange in both physical and virtual spaces. An invaluable resource for students and scholars of art, technology, and new media, as well as artists interested in exploring these intersections.

Weiwei-isms

Download Weiwei-isms PDF Online Free

Author :
Publisher : Princeton University Press
ISBN 13 : 0691157669
Total Pages : 150 pages
Book Rating : 4.6/5 (911 download)

DOWNLOAD NOW!


Book Synopsis Weiwei-isms by : Ai Weiwei

Download or read book Weiwei-isms written by Ai Weiwei and published by Princeton University Press. This book was released on 2013 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of quotes demonstrates the elegant simplicity of Ai Weiwei's thoughts on key aspects of his art, politics, and life. A master at communicating powerful ideas in astonishingly few words, Ai Weiwei is known for his innovative use of social media to disseminate his views. The book is organized into six categories: freedom of expression; art and activism; government, power, and moral choices; the digital world; history, the historical moment, and the future; and personal reflections. Together, these quotes span some of the most revealing moments of Ai Weiwei's eventful career-from his risky investigation into student deaths in the 2008 Sichuan earthquake to his arbitrary arrest in 2011-providing a window into the mind of one of the world's most electrifying and courageous contemporary artists. Ai Weiwei is one of China's most influential and inspiring figures. Artist, architect, curator, and activist, he has been an outspoken critic of the Chinese government's stance on human rights and democracy.

Ai Weiwei

Download Ai Weiwei PDF Online Free

Author :
Publisher : Mildred Lane Kemper Art Museum
ISBN 13 : 9780936316468
Total Pages : 0 pages
Book Rating : 4.3/5 (164 download)

DOWNLOAD NOW!


Book Synopsis Ai Weiwei by : Weiwei Ai

Download or read book Ai Weiwei written by Weiwei Ai and published by Mildred Lane Kemper Art Museum. This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, the Chinese conceptual artist, activist and exile Ai Weiwei has created art that addresses complex and sensitive themes of political, ethical, and social urgency. His artworks, which call upon both Western and Chinese cultural traditions, are deeply engaged with the history of art, drawing particularly on conceptualism and minimalism. From the start of his multifaceted career in the late 1970s, Ai has envisioned artistic practice as a deeply human, moral, and political endeavour. This volume presents the artist's work in dialogue with theoretical texts by the Italian philosopher Giorgio Agamben and the German-Jewish philosopher Hannah Arendt alongside interpretive essays that illuminate the artist's work on human rights, his engagement with historical Chinese artifacts, and his critical consideration of the effects of globalisation.

The Art of Human Care

Download The Art of Human Care PDF Online Free

Author :
Publisher : eBookIt.com
ISBN 13 : 1733665439
Total Pages : 72 pages
Book Rating : 4.7/5 (336 download)

DOWNLOAD NOW!


Book Synopsis The Art of Human Care by : Hassan A. Tetteh

Download or read book The Art of Human Care written by Hassan A. Tetteh and published by eBookIt.com. This book was released on 2019-09-18 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2014, Dr. Hassan A. Tetteh delivered a deeply inspiring keynote to first-year medical students during their White Coat Ceremony at his medical school alma mater. Now, published for the first time in book form with illustrations from his daughter, The Art of Human Care presents Tetteh's words of wisdom and answers the question: How can we change the world through healing? Dr. Tetteh shares how his own life-altering, near-death experience profoundly affected his approach to health care and ultimately led to his development of The Art of Human Care theory. Though his near-death ordeal took place before he became a doctor--before he was even accepted to medical school--this experience helped him embrace the mind-body-spirit connection that informs his practice every day. In The Art of Human Care, Dr. Tetteh combines many of his own personal stories with the healing power of art. His down-to-earth humanitarianism and unique perspective on what it truly means to "heal" will inspire readers to learn how they, too, can turn passion into a purpose, work every day to make the impossible possible, and save the world one patient at a time. "With health, wisdom reveals itself, art becomes manifest, we have strength to fight life's challenges, our wealth becomes useful, we may apply our intelligence, and positively change the world for generations." --Dr. Hassan A. Tetteh

Ai Weiwei: Spatial Matters

Download Ai Weiwei: Spatial Matters PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262525747
Total Pages : 513 pages
Book Rating : 4.2/5 (625 download)

DOWNLOAD NOW!


Book Synopsis Ai Weiwei: Spatial Matters by : Ai Weiwei

Download or read book Ai Weiwei: Spatial Matters written by Ai Weiwei and published by MIT Press. This book was released on 2014-04-04 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: A richly illustrated exploration of Ai Weiwei's installation and architecture projects, focusing on the artist's use of space. Outspoken, provocative, and prolific, the artist Ai Weiwei is an international phenomenon. In recent years, he has produced an astonishingly varied body of work while continuing his role as activist, provocateur, and conscience of a nation. Ai Weiwei is under “city arrest” in Beijing after an 81-day imprisonment; he is accused of tax evasion, but many suspect he is being punished for his political activism, including his exposure of shoddy school building practices that led to the deaths of thousands of children in the 2008 Sichuan earthquake. In 2009, he was badly beaten by the police during his earthquake investigations. Ai Weiwei's work reflects his multiple artistic identities as conceptual artist, architect, filmmaker, designer, curator, writer, and publisher. This monumental volume, developed in association with the artist, draws on the full breadth of Ai Weiwei's architectural, installation, and activist work, with a focus on his use of space. It documents a huge range of international projects with drawings, plans, and photographs of finished work. It also includes excerpts from Ai Weiwei's famous blog (shut down by Chinese authorities in 2009), in which he offers pithy and scathing commentary on the world around him. Essays by leading critics and art historians and interviews with the artist, drawing out his central concerns, accompany the 450 beautifully reproduced color illustrations of his work.

Artificial Intelligence in Practice

Download Artificial Intelligence in Practice PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119548985
Total Pages : 232 pages
Book Rating : 4.1/5 (195 download)

DOWNLOAD NOW!


Book Synopsis Artificial Intelligence in Practice by : Bernard Marr

Download or read book Artificial Intelligence in Practice written by Bernard Marr and published by John Wiley & Sons. This book was released on 2019-04-15 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.

CyberArts 2021

Download CyberArts 2021 PDF Online Free

Author :
Publisher : Hatje Cantz
ISBN 13 : 9783775751414
Total Pages : 272 pages
Book Rating : 4.7/5 (514 download)

DOWNLOAD NOW!


Book Synopsis CyberArts 2021 by : Markus Jandl

Download or read book CyberArts 2021 written by Markus Jandl and published by Hatje Cantz. This book was released on 2022-01-04 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The award-winning works from a lively year in media art Since 1987, the Prix Ars Electronica has been one of the most prestigious prizes in media art. The jury includes experts in the fields of Computer/Film/VFX, Digital Music, Sound Art, Artificial Intelligence and Life Art.

Shortcomings

Download Shortcomings PDF Online Free

Author :
Publisher : Drawn & Quarterly
ISBN 13 : 1770467637
Total Pages : 200 pages
Book Rating : 4.7/5 (74 download)

DOWNLOAD NOW!


Book Synopsis Shortcomings by : Adrian Tomine

Download or read book Shortcomings written by Adrian Tomine and published by Drawn & Quarterly. This book was released on 2024-06-11 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ben and Miko’s relationship is in trouble. He’s a struggling filmmaker, she works for a local film festival, and in various ways, they’re both searching for something else. When he’s not managing a derelict movie theater, Ben spends his time obsessing over unavailable blonde women, watching Criterion Collection DVDs, and eating in diners with his best friend Alice, a grad student with a serial dating habit. When Miko moves to New York for an internship, Ben begins to explore what he thinks he wants, throwing himself headfirst into new relationships, unfamiliar surroundings, and uncharted emotional territory. Equal parts comedy and drama, Shortcomings explores the complexities of culture, desire, and Asian American identity with a critical eye and unsparing, irreverent wit. Based on Adrian Tomine’s groundbreaking graphic novel of the same name, Shortcomings was written by Tomine and directed by Randall Park. It premiered at the Sundance Film Festival and was an official selection at the Tribeca Festival in advance of a theatrical release from Sony Pictures Classics. Tomine’s screenplay is presented here with extensive annotations, commentary, and bonuses, including alternate and deleted scenes, a selection of color film stills, an introduction from Randall Park, and an exclusive new comic from Tomine. An essential companion to the original graphic novel, this volume is an illuminating document of an iconic story’s adaptation from page to screen.

Deep Learning for Coders with fastai and PyTorch

Download Deep Learning for Coders with fastai and PyTorch PDF Online Free

Author :
Publisher : O'Reilly Media
ISBN 13 : 1492045497
Total Pages : 624 pages
Book Rating : 4.4/5 (92 download)

DOWNLOAD NOW!


Book Synopsis Deep Learning for Coders with fastai and PyTorch by : Jeremy Howard

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala