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
Data-Centric Machine Learning with Python - The ultimate guide to engineering and deploying high-quality models based on good data - cover

Data-Centric Machine Learning with Python - The ultimate guide to engineering and deploying high-quality models based on good data

Jonas Christensen, Nakul Bajaj, Manmohan Gosada

Casa editrice: Packt Publishing

  • 0
  • 0
  • 0

Sinossi

In the rapidly advancing data-driven world where data quality is pivotal to the success of machine learning and artificial intelligence projects, this critically timed guide provides a rare, end-to-end overview of data-centric machine learning (DCML), along with hands-on applications of technical and non-technical approaches to generating deeper and more accurate datasets.
This book will help you understand what data-centric ML/AI is and how it can help you to realize the potential of ‘small data’. Delving into the building blocks of data-centric ML/AI, you’ll explore the human aspects of data labeling, tackle ambiguity in labeling, and understand the role of synthetic data. From strategies to improve data collection to techniques for refining and augmenting datasets, you’ll learn everything you need to elevate your data-centric practices. Through applied examples and insights for overcoming challenges, you’ll get a roadmap for implementing data-centric ML/AI in diverse applications in Python.
By the end of this book, you’ll have developed a profound understanding of data-centric ML/AI and the proficiency to seamlessly integrate common data-centric approaches in the model development lifecycle to unlock the full potential of your machine learning projects by prioritizing data quality and reliability.
Disponibile da: 29/02/2024.
Lunghezza di stampa: 378 pagine.

Altri libri che potrebbero interessarti

  • The AI LinkedIn Advantage - Unleash the Power of AI and Dominate the Competition - cover

    The AI LinkedIn Advantage -...

    Al Kushner

    • 0
    • 0
    • 0
    Uncover the LinkedIn strategies that top professionals, entrepreneurs, and job seekers are using to achieve extraordinary success. Take your LinkedIn presence from ordinary to extraordinary with Al Kushner's groundbreaking audiobook, The AI LinkedIn Advantage, and harness the full potential of artificial intelligence to stay ahead of the competition. 
    Inside, you’ll learn how to master your personal brand, craft magnetic content, and connect with the right people—all with the help of cutting-edge AI tools. With Al Kushner's proven expertise and actionable insights, you’ll gain the confidence to stand out in a crowded professional landscape. 
    Packed with real-world examples, step-by-step guidance, and insider tips, this audiobook equips you with everything you need to transform your LinkedIn strategy and unlock a world of new opportunities. Engage, innovate, and excel with AI-driven solutions that will amplify your voice on the world’s most powerful professional network. 
    Whether you’re seeking to grow your career, expand your network, or build your business brand, The AI LinkedIn Advantage is your key to LinkedIn mastery. Are you ready to dominate?
    Mostra libro
  • Canopy of Titans - The Life and Times of the Great North American Temperate Rainforest - cover

    Canopy of Titans - The Life and...

    Paul Koberstein, Jessica Applegate

    • 0
    • 0
    • 0
    In Canopy of Titans, Paul Koberstein and Jessica Applegate examine the global importance of the Pacific Coastal Temperate Rainforest that stretches from Northern California to Alaska. Their urgent and authoritative account sets out the threats facing a vital environmental resource, and celebrates the beauty and complexity of one of the world's great forests. 
     
     
     
    Drawing on years of on-the-ground reporting, Koberstein and Applegate pull back the curtain on policies of governmental bodies that have seriously diminished the rainforest's capacity to store carbon, and uncover industry practices that have led to the destruction of swaths of a major ecological resource. Additionally, using an environmental justice perspective, Canopy of Titans shines a light on the Indigenous communities that have lived in the rainforest for millennia, and the impact forest policies have had on their lives.
    Mostra libro
  • Secret Lives of Wild Canada Geese - A True Love Story in Their Hidden Paradise - cover

    Secret Lives of Wild Canada...

    Barbara Klide

    • 0
    • 0
    • 0
    A true-life love story of a mated pair of Canada geese and their goslings. Non-Fiction Gold Award from The Non Fiction Authors Association (NFAA). This heart-warming saga showcases a committed and protective mated pair of Canada geese who decided to nest in a corporate courtyard in California. Author Barbara Klide and her business colleagues shared the honor of watching Hawkeye, Mother Goose, and their baby goslings for five months in consecutive years. With no body of water, the fully enclosed soccer field-sized courtyard offered the Canada geese a unique and sometimes challenging paradise. It allowed staff full observation, interaction, entertainment, and occasional worry while the geese warded off predators and ultimately thrived, nested, and hatched their goslings. 
    Coupled with stunning photography, these dynamic events deliver insights, and promote appreciation and awareness of the natural world we share with Canada geese. For adults, teens, and families, this journey of smart and elegant creatures is also packed with researched, educational facts, and in-depth resources about Canada geese for further study and enjoyment from the National Geographic, National Audubon Society, and California Rice Commission.
    Mostra libro
  • Escaping the Housing Trap - The Strong Towns Response to the Housing Crisis - cover

    Escaping the Housing Trap - The...

    Jr. Charles L. Marohn, Daniel...

    • 0
    • 0
    • 0
    In Escaping the Housing Trap: The Strong Towns Solution to the Housing Crisis, renowned urbanists Charles (Chuck) Marohn and Daniel Herriges introduce a first-of-its-kind discussion of the tension between housing as a financial product and housing as shelter. This is the key insight that's been missing from the Housing Crisis Conversation; and the insight that can help cities fight back against the crisis from the bottom-up. 
     
     
     
    This book offers a serious, yet accessible, history of housing policy in the United States and explains how it led us to this point in time: where we face a market that is rigged against people who, only a few decades ago, could have been homeowners or stable, long-term rentals. 
     
     
     
    Escaping the Housing Trap is the must-have resource for everyone with a stake in the future of housing in America—and that means everyone. Listeners will find discussions of housing as an investment and how the country's neighborhoods are being transformed by the introduction of large amounts of investment; explorations of housing as shelter, including discussions of zoning policy and NIMBYism; and a comprehensive overview of the Strong Towns approach to solving the American housing crisis.
    Mostra libro
  • Healing Hands - The Essential Guide to a Career as a Mental Health Technician - cover

    Healing Hands - The Essential...

    Well-Being Publishing

    • 0
    • 0
    • 0
    Embark on a Journey of Compassion and Expertise 
     
    Imagine yourself in a meaningful career where every day you're at the forefront of making a difference in people's lives—welcome to the world of being a Mental Health Technician. "Healing Hands: The Essential Guide to a Career as a Mental Health Technician" is not just a book; it's the beacon that guides you through the gratifying path of mental healthcare assistance. 
     
    Within these pages lies an in-depth exploration of the critical role you will play in the evolving landscape of mental health care. Glean insights from The Evolution of Mental Health Care and discover the profound importance of your position. As you delve into the Employment Outlook and Job Market Trends, your calling becomes clearer, with the demand for compassionate professionals skyrocketing in an ever-growing field. 
     
    Experience the reality of the role as you walk through A Day in the Life of a Mental Health Technician. The detailed account provides a clear picture of the daily responsibilities and the multi-dimensional impact of your work. As you progress, learn the nuances of dealing with diverse patient populations, master Crisis Intervention and Safety protocols, and gain wisdom on crafting a Therapeutic Environment that promotes healing and hope. 
     
    "Healing Hands" is more than a guide; it's a foundation for a fulfilling career packed with personal growth. It’s a testament to the power of care you can wield with the right training and tools. Whether you aspire to start or enhance your journey, this essential guide is your trusted companion.
    Mostra libro
  • Holistic Homesteading - A Guide to a Sustainable and Regenerative Lifestyle - cover

    Holistic Homesteading - A Guide...

    Roxanne Ahern

    • 0
    • 0
    • 0
    Make healthier life choices to heal yourself and the environment through self-sufficiency. Holistic Homesteading by Roxanne Ahern provides the tools for living slowly, intentionally, and better through permaculture, edible gardening, and organic farming. 
     
     
     
    Live the Homestead Life. Ahern's book guides new and seasoned homesteaders in improving personal and environmental health. Holistic Homesteading is geared toward people who are interested in pursuing intentional lifestyles and organic farming methods. It is both for those who have access to land and those who are interested in retrofitting urban and suburban lifestyles and landscapes to shift towards sustainability. 
     
     
     
    Utilize Sustainable Organic Farming Techniques. Learn about permaculture design, holistic nutrition, and sustainable farming in rural and urban settings. Holistic Homesteading covers how to use organic soil and zero chemicals to grow the best vegetables and fruits, responsible and humane animal husbandry that improves the ground and carbon sequestration, as well as the best canning and preserving techniques. Ahern also provides tips on safely foraging for flowers and mushrooms.
    Mostra libro