Sign-In
Cart
Principles and Labs for Deep Learning
Paperback
Technology & EngineeringBiology
ISBN13: 9780323901987
Publisher: Academic Press
Published: Jun 25 2021
Pages: 366
Weight: 1.86
Height: 0.75 Width: 8.50 Depth: 11.00
Language: English
Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techniques are introduced through theory, comprehensively illustrated, explained through the TensorFlow source code examples, and analyzed through the visualization of results. The structured methods and labs provided by Dr. Huang and Dr. Le enable readers to become proficient in TensorFlow to build deep Convolutional Neural Networks (CNNs) through custom APIs, high-level Keras APIs, Keras Applications, and TensorFlow Hub. Each chapter has one corresponding Lab with step-by-step instruction to help the reader practice and accomplish a specific learning outcome.
Deep Learning has been successfully applied in diverse fields such as computer vision, audio processing, robotics, natural language processing, bioinformatics and chemistry. Because of the huge scope of knowledge in Deep Learning, a lot of time is required to understand and deploy useful, working applications, hence the importance of this new resource. Both theory lessons and experiments are included in each chapter to introduce the techniques and provide source code examples to practice using them. All Labs for this book are placed on GitHub to facilitate the download. The book is written based on the assumption that the reader knows basic Python for programming and basic Machine Learning.
Also in
Biology
The Age of Living Machines: How Biology Will Build the Next Technology Revolution
Hockfield, Susan
Paperback
Entangled Life: How Fungi Make Our Worlds, Change Our Minds & Shape Our Futures
Sheldrake, Merlin
Paperback
History by a Hair: Thomas Jefferson, Sally Hemings & Solving a 200-Year-Old Mystery
Kurin, Richard
Hardcover
Hidden Creatures: Luscious Leeches, Bashful Botflies, and the Wondrous, History-Shaping World of Parasites
Martins, Dino
Hardcover
The World Beneath Our Feet: The Hidden Life of Soil and Why It Matters to Us All
Ashwood, Frank
Hardcover
Beyond Inheritance: Our Ever-Mutating Cells and a New Understanding of Health
Khamsi, Roxanne
Hardcover
National Geographic the Photo Ark: One Man's Quest to Document the World's Animals
Sartore, Joel
Chadwick, Douglas H.
Hardcover
Togetherness: Symbiosis and the Hidden Story of Life's Greatest Collaborations
Hooper, Rowan
Hardcover
Go Forth and Forage: A Guide to Foraging Over 50 of the Most Common Edible & Medicinal North American Mushrooms
Johnson, Whitney
Paperback
The Biology of Trauma: How the Body Holds Fear, Pain, and Overwhelm, and How to Heal It
Apigian, Aimie
Hardcover
The Power of Life: The Invention of Biology and the Revolutionary Science of Jean-Baptiste Lamarck
Riskin, Jessica
Hardcover
Cells at Work! Picture Book 1: The Great Bacteria vs. White Blood Cell Battle!
Makimura, Kumi
Hardcover
Princeton Review AP Biology Premium Prep, 29th Edition: 6 Practice Tests + Digital Practice Online + Content Review
The Princeton Review
Paperback
Ernst Haeckel's Art Forms in Nature: A Visual Masterpiece of the Natural World
Haeckel, Ernst
Hardcover
Fungi Decoded: Adventures in the Mycosphere--Encounters with Thirty Fungi
Bunyard, Britt A.
Paperback
The Whole Truth: The Hidden Agendas Behind Decades of Health Misinformation--And What to Do about It
Campbell, Nelson
Campbell, T. Colin
Hardcover
Peterson Field Guide to Mushrooms of North America, Second Edition
McKnight, Karl B.
Rohrer, Joseph R.
McKnight Ward, Kirsten
Paperback
Night Magic: Adventures Among Glowworms, Moon Gardens, and Other Marvels of the Dark
Henion, Leigh Ann
Hardcover
Forbidden Facts: Government Deceit & Suppression about Brain Damage from Childhood Vaccines
de Becker, Gavin
Hardcover
Bioinspired: How Nature Made Us Modern, Drives Today's Technological Innovation, and Inspires a Future Worth Inventing
Stier, Samuel Cord
Hardcover
Food Intelligence: The Science of How Food Both Nourishes and Harms Us
Belluz, Julia
Hall, Kevin, PhD
Hardcover
All That Remains: A Renowned Forensic Scientist on Death, Mortality, and Solving Crimes
Black, Sue
Paperback
Psilocybin: Magic Mushroom Grower's Guide: A Handbook for Psilocybin Enthusiasts
Oeric, O. N.
Oss, O. T.
Paperback
A Year with the Seals: Unlocking the Secrets of the Sea's Most Charismatic and Controversial Creatures
Morris, Alix
Hardcover
VAX Facts: What to Consider Before Vaccinating at All Ages & Stages of Life
Hoover, Deedee
Thomas, Paul
Paperback
The Big One: How We Must Prepare for Future Deadly Pandemics
Osterholm, Michael T.
Olshaker, Mark
Hardcover
Mushrooms of the Redwood Coast: A Comprehensive Guide to the Fungi of Coastal Northern California
Siegel, Noah
Schwarz, Christian
Paperback
The Aesthetic Revolution: Embracing Vanity and the Future of Fitness to Unlock Your Healthiest Self
Israetel, Mike
Hardcover
The Gut-Brain Paradox: Improve Your Mood, Clear Brain Fog, and Reverse Disease by Healing Your Microbiome
Gundry MD, Steven R.
Hardcover
Fungi of Temperate Europe: Keys to the Basidiomycotes
Frøslev, Tobias G.
Læssøe, Thomas
Petersen, Jens H.
Hardcover
True Hallucinations: Being an Account of the Author's Extraordinary Adventures in the Devil's Paradis
McKenna, Terence
Paperback
Psilocybin Mushrooms: A Comprehensive Guide to Growing and Using Psychedelic Mushrooms
Madden, Michael
Paperback
The Art and Science of Foodpairing: 10,000 Flavour Matches That Will Transform the Way You Eat
Langenbick, Johan
Coucquyt, Peter
Lahousse, Bernard
Hardcover
Entangled Life: How Fungi Make Our Worlds, Change Our Minds & Shape Our Futures
Sheldrake, Merlin
Hardcover
The Little Book of Mushrooms: An Illustrated Guide to the Extraordinary Power of Mushrooms
Dorr, Alex
Hardcover
Mushrooming: An Illustrated Guide to the Fantastic, Delicious, Deadly, and Strange World of Fungi
Borsato, Diane
Hardcover
Regents Exams and Answers: Life Science: Biology, Second Edition
Barron's Educational Series
Paperback
The Contagion Myth: Why Viruses (Including Coronavirus) Are Not the Cause of Disease
Fallon Morell, Sally
Cowan, Thomas S.
Hardcover
Mushrooms of Cascadia, Second Edition: An Illustrated Key to the Fungi of the Pacific Northwest
Beug, Michael
Paperback
From These Lands: Sharing Our Natural and Cultural Heritage
National Museum of Natural History
Hardcover
Human Errors: A Panorama of Our Glitches, from Pointless Bones to Broken Genes
Lents, Nathan H.
Paperback
The Mushroom Hunters: A Hidden World of Food, Money, and (Mostly Legal) Adventure
Cook, Langdon
Paperback
The Life Machines: How Taking Care of Your Mitochondria Can Transform Your Health
Rosen, Emanuel
Mochly-Rosen, Daria
Hardcover
Superconvergence: How the Genetics, Biotech, and AI Revolutions Will Transform Our Lives, Work, and World
Metzl, Jamie
Paperback
How to Win Friends and Influence Fungi: Collected Quirks of Science, Tech, Engineering, and Math from Nerd Nite
Balakrishnan, Chris
Wasowski, Matt
Paperback
The Ocean's Menagerie: How Earth's Strangest Creatures Reshape the Rules of Life
Harvell, Drew
Hardcover
Field Notes from a Fungi Forager: An Illustrated Journey Through the World of Pacific Northwest Mushrooms
Rodriguez, Ashley
Hardcover
The Mycocultural Revolution: Transforming Our World with Mushrooms, Lichens, and Other Fungi
McCoy, Peter
Hardcover
Field Guide to Wild Mushrooms of Pennsylvania and the Mid-Atlantic: Revised and Expanded Edition
Russell, Bill
Paperback
National Audubon Society Wildflowers of North America: The Complete Identification Reference to Wildflowers--With Full-Color Photographs; Updated Rang
National Audubon Society
Hardcover
Gut Check: Unleash the Power of Your Microbiome to Reverse Disease and Transform Your Mental, Physical, and Emotional Health
Gundry MD, Steven R.
Hardcover
Life in Sync: The Science of Internal Clocks and How We're Disrupting Them
Gander, Philippa
Hardcover
The Hidden Half of Nature: The Microbial Roots of Life and Health
Biklé, Anne
Montgomery, David R.
Paperback
The Pale Blue Data Point: An Earth-Based Perspective on the Search for Alien Life
Willis, Jon
Hardcover
The Serengeti Rules: The Quest to Discover How Life Works and Why It Matters
Carroll, Sean B.
Paperback
Pull: How Gravity Shapes Your Body, Steadies the Mind, and Guides Our Health
Spiegel, Brennan
Hardcover
Sea Wonders: The Octopus, the Cuttlefish, and the Squid
Colombo, Marco
Tomasinelli, Francesco
Hardcover
The Double Helix: A Personal Account of the Discovery of the Structure of DNA
Watson, James D.
Paperback