Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Few-Shot Machine Learning - Doing More with Less Data - cover

Few-Shot Machine Learning - Doing More with Less Data

Robert Johnson

Casa editrice: HiTeX Press

  • 0
  • 0
  • 0

Sinossi

"Few-Shot Machine Learning: Doing More with Less Data" is an illuminating exploration into the cutting-edge techniques that enable machines to learn efficiently from limited data. This book delves deep into the domain of few-shot learning—a revolutionary approach that challenges the traditional dependency on vast datasets. By uncovering the principles and practices that allow models to generalize from minimal examples, it empowers readers to harness the power of artificial intelligence in resource-constrained environments.Carefully structured to provide both theoretical insights and practical guidance, the book navigates through essential paradigms such as meta-learning, transfer learning, and innovative data augmentation strategies. It emphasizes the building blocks needed to understand and apply few-shot learning across various domains, from healthcare diagnostics to real-time analytics. Through real-world applications and case studies, the text not only illustrates the transformative potential of few-shot learning but also prepares practitioners to address prevalent challenges and seize future opportunities in this dynamic field."Few-Shot Machine Learning: Doing More with Less Data" serves as an indispensable resource for beginners and experienced professionals alike, offering a comprehensive guide to leveraging advanced machine learning techniques. By presenting complex concepts in an accessible manner, it opens new pathways for creativity and innovation in artificial intelligence, making it an essential companion for anyone interested in the future of machine learning and data science.
Disponibile da: 27/10/2024.
Lunghezza di stampa: 266 pagine.

Altri libri che potrebbero interessarti

  • Carbon Paradox The: Why We Know the Truth But Still Can’t Change - cover

    Carbon Paradox The: Why We Know...

    Alex Southwick

    • 0
    • 0
    • 0
    We know the science. We know the stakes. And yet — the emissions keep rising. Why, in the face of overwhelming evidence, does humanity remain frozen between knowledge and action? 
    In The Carbon Paradox, Alex Southwick delves into one of the most unsettling questions of our age: the psychological, cultural, and political forces that make climate change both undeniable and unchangeable. Through interviews with behavioral scientists, activists, economists, and ordinary citizens, Southwick explores the hidden mechanisms of denial, distraction, and disconnection that shape our collective inaction. 
    But this is not a book of blame — it’s a mirror. By tracing the gap between what we know and what we do, The Carbon Paradox reveals the deeper truth: that change depends not on more information, but on reimagining who we are and what we value. 
    Rigorously researched and profoundly human, The Carbon Paradox is both diagnosis and invitation — a call to break through paralysis and rediscover the will to act in a warming world.
    Mostra libro
  • The Beginning of Infinity - cover

    The Beginning of Infinity

    David Deutsch

    • 0
    • 0
    • 0
    This work provides a concise synthesis of the key insights and analysis from The Beginning of Infinity. It is an independent summary, not the original book, and has no affiliation with or endorsement from the original publication. Created for readers who want a clear, thought-provoking overview, it distills the central themes and ideas while preserving the depth and relevance of the work. 
    A wide-ranging meditation on knowledge, this book argues that good explanations and critical inquiry can, in principle, lead to unlimited progress. It weaves together quantum physics, computation, philosophy, morality and politics to defend a bold form of rational optimism about the human future.
    Mostra libro
  • Matter - The Magnificent Illusion - cover

    Matter - The Magnificent Illusion

    Guido Tonelli

    • 0
    • 0
    • 0
    What are we made up of? What holds material bodies together? Is there a difference between terrestrial matter and celestial matter? When Democritus stated that we are made up of atoms, few people believed him. Not until Galileo and Newton in the seventeenth century did people take the idea seriously, and it was another four hundred years before we could reconstruct the elementary components of matter. 
     
     
     
    Everything around us has very particular properties. These properties, which seem quite normal to us, are in fact very special, because the universe, whose evolution began almost fourteen billion years ago, is today a very cold environment. In this book, Guido Tonelli explains how elementary particles, which make up matter, combine into bizarre shapes to form correlated quantum states, primordial soups of quarks and gluons, or massive neutron stars. New questions that have emerged from the most recent research are answered: in what sense is the vacuum a material state? Why can space-time also vibrate and oscillate? Can elementary grains of space and time exist? What forms does matter assume inside large black holes? 
     
     
     
    In clear and lively prose, Tonelli takes listeners on an exhilarating journey into the latest discoveries of contemporary science, enabling them to see the universe, and themselves, in a new light.
    Mostra libro
  • The Last Sunset in the West - Britain's Vanishing West Coast Orcas (Fully Revised and Updated Edition) - cover

    The Last Sunset in the West -...

    Natalie Sanders

    • 0
    • 0
    • 0
    Fully revised edition with updated information on the surviving members of the orca pod.
    In 2014, marine biologist Dr Natalie Sanders joined the crew of the research vessel Silurian to seek out Britain's West Coast Community of orca and study them before we lose them forever. Though this orca pod has delighted scientists and whale watchers for years, we still know relatively little about them, and what we do know comes mostly from citizen science and chance encounters. But what is abundantly clear is that pollution, entanglement, military sonar and climate change continue to have an enormous impact on whales and dolphins and other marine life throughout the world's oceans.
    This book is a must-read for anyone interested in the marine world in this age of climate change. A captivating yet poignant account, it takes the reader from the Western Isles of Scotland to Vancouver Island and elsewhere. It also delves deep into the history of our relations with these beautiful and sentient creatures to explain what their loss means and how we can avoid similar tragedies in the future.
    Mostra libro
  • The Life of Birds - cover

    The Life of Birds

    David Attenborough

    • 0
    • 0
    • 0
    A fully updated new edition of David Attenborough’s bestselling classic. 
    BIRDS. 11,000 species, the most widespread of all animals: on icebergs, in the Sahara or under the sea, at home in our gardens or flying for over a year at a time. Earthbound, we can only look and listen, enjoying their lightness, freedom and richness of plumage and song. 
    David Attenborough has been watching and learning all his life. His classic book, now fully updated with the latest discoveries in ornithology, is a brilliant introduction to bird behaviours around the world: what they do and why they do it. He looks at each step in birds' lives and the problems they have to solve: learning to fly; finding food; communicating; mating and caring for nests, eggs and young; migrating; facing dangers and surviving harsh conditions. 
    Sir David has no equal in helping others to learn and making it exciting. His curiosity and enjoyment are infectious. He shows the lifelong pleasure that birds around us offer, and how much we miss if unaware of them. 
    Attenborough, the Sunday Times bestselling author, delves into the science of birdwatching, offering readers a comprehensive guide to understanding the natural world. His passion for zoology and ecology is palpable, making this non-fiction book a captivating read for anyone interested in nature and its history. 
    For fans of David Allen Sibley (Birds of Instagram), Joshua Foer (Atlas Obscura, 2nd Edition), Steve Brusatte (The Rise and Reign of the Mammals), Martin Stevens (Sensory Ecology, Behaviour, and Evolution), and Jonnie Hughes (Earthshot). 
    HarperCollins 2024
    Mostra libro
  • Relaxing Running Water Sounds - 8D Audio Soundscape with Nature’s White Noise for Deep Sleep and Anxiety Relief - cover

    Relaxing Running Water Sounds -...

    Sleep Sounds Sanctuary

    • 0
    • 0
    • 0
    Find serenity in motion with Relaxing Running Water Sounds, an 8D immersive soundscape that transports you to the peaceful rhythm of flowing streams and tranquil brooks. Designed to simulate the natural movement of water in a lifelike 3D environment, this sound experience uses advanced 8D audio technology to surround you in a cocoon of calm — perfect for deep sleep, and meditation 
    Close your eyes and imagine the gentle current wrapping around you — each ripple, splash, and subtle flow creating a sense of balance and harmony. Whether you need to unwind after a long day, drift into restful sleep, or find your focus amid chaos, this continuous white noise experience helps you disconnect from distractions and reconnect with nature’s peaceful energy. 
    Key Features:Over 8 hours of continuous, uninterrupted water flow for deep relaxation, meditation, or restorative sleep8D audio technology creates a dynamic, spatial sound experience where water naturally flows around your mind and bodyNatural white noise layer helps mask environmental distractions, easing anxiety and improving focusEncourages calm, mindfulness, and emotional balance by synchronizing with your body’s natural relaxation responseIdeal for deep sleep, meditation, yoga, journaling, reading, or study sessionsEnhances focus and productivity by creating a soothing ambient sound environmentPerfect companion for rest, recovery, or stress relief after long workdays or travelListen with headphones for the most realistic 8D experience — feel the water move around you in space 
    Press play, breathe deeply, and let the running water wash away your tension.
    Mostra libro