Rejoignez-nous pour un voyage dans le monde des livres!
Ajouter ce livre à l'électronique
Grey
Ecrivez un nouveau commentaire Default profile 50px
Grey
Abonnez-vous pour lire le livre complet ou lisez les premières pages gratuitement!
All characters reduced
Mathematics of Machine Learning - Master linear algebra calculus and probability for machine learning - cover

Mathematics of Machine Learning - Master linear algebra calculus and probability for machine learning

Tivadar Danka

Maison d'édition: Packt Publishing

  • 0
  • 0
  • 0

Synopsis

Mathematics of Machine Learning provides a rigorous yet accessible introduction to the mathematical underpinnings of machine learning, designed for engineers, developers, and data scientists ready to elevate their technical expertise. With this book, you’ll explore the core disciplines of linear algebra, calculus, and probability theory essential for mastering advanced machine learning concepts. PhD mathematician turned ML engineer Tivadar Danka—known for his intuitive teaching style that has attracted 100k+ followers—guides you through complex concepts with clarity, providing the structured guidance you need to deepen your theoretical knowledge and enhance your ability to solve complex machine learning problems. Balancing theory with application, this book offers clear explanations of mathematical constructs and their direct relevance to machine learning tasks. Through practical Python examples, you’ll learn to implement and use these ideas in real-world scenarios, such as training machine learning models with gradient descent or working with vectors, matrices, and tensors. By the end of this book, you’ll have gained the confidence to engage with advanced machine learning literature and tailor algorithms to meet specific project requirements.
Disponible depuis: 30/05/2025.
Longueur d'impression: 730 pages.

D'autres livres qui pourraient vous intéresser

  • Nomadic Nature - A Comprehensive Guide to RV Camping in National Treasures - cover

    Nomadic Nature - A Comprehensive...

    James Patterson

    • 0
    • 0
    • 0
    "Nomadic Nature" is your passport to a world of adventure and exploration, offering an all-encompassing guide to the thrilling realm of RV camping in America's most treasured national parks. This comprehensive book is your indispensable companion, designed to transform your RV camping dreams into reality. 
    Dive into the pages of "Nomadic Nature," and you'll discover a wealth of knowledge as well as inspiration to embark on the road trip of a lifetime. From the rugged charm of the Grand Canyon to the lush landscapes of the Great Smoky Mountains, this guide leads you through the remarkable diversity of the United States' national treasures. 
    Learn the art of selecting the right RV for your journey, whether you prefer the luxurious comfort of a Class A motorhome or the nimble versatility of a travel trailer. Master the intricacies of budgeting, trip duration, and itinerary planning to ensure your adventure is as enjoyable as it is unforgettable. 
    With insights on reservations, permits, and the essential packing checklist, "Nomadic Nature" equips you with the tools needed to navigate the logistics of RV camping effortlessly. Explore the benefits of RV camping, from the freedom of the open road to the rich cultural heritage waiting to be discovered. 
    Whether you're a seasoned RVer or new to the world of camping, this guide provides the knowledge and confidence to embark on an awe-inspiring journey through America's national treasures. Join us on the road less traveled, and let "Nomadic Nature" be your trusted guide to a world of natural wonders and nomadic adventures.
    Voir livre
  • Eyes in the Sky - Space Telescopes from Hubble to Webb - cover

    Eyes in the Sky - Space...

    Andrew May

    • 0
    • 0
    • 0
    Over 50 years ago, astronomers launched the world's first orbiting telescope to gaze further into outer space to examine anything that appears in the sky above our heads, from comets and planets to galaxy clusters and stars. Since then, almost 100 space telescopes have been launched from Earth and are orbiting our planet, with 26 still active and relaying information back to us.
    
    As a result of these space-based instruments, such as NASA's iconic Hubble Space Telescope, we know much more about the universe now than we did half a century ago. But why is Hubble, orbiting just 540 kilometres above the Earth, so much more effective than a ground-based telescope? How can a glorified camera tell us not only what distant objects look like, but their detailed chemical composition and three-dimensional structure as well?
    
    In Eyes in the Sky, science writer Andrew May takes us on a journey into space to answer these questions and more by looking at the development of revolutionary instruments, such as Hubble and the James Webb Space Telescope, exploring how such technology has helped us understand the evolution of the Universe.
    Voir livre
  • North on the Wing - Travels with the Songbird Migration of Spring - cover

    North on the Wing - Travels with...

    Bruce M. Beehler

    • 0
    • 0
    • 0
    In late March 2015, ornithologist Bruce M. Beehler set off on a solo three-month trek to track songbird migration and the northward progress of spring through America. Traveling via car, canoe, bike, and on foot, Beehler followed woodland warblers and other neotropical songbird species from the southern border of Texas, where the birds first arrive after their winter sojourns in South America and the Caribbean, northward through the Mississippi drainage to its headwaters in Minnesota and onward to their nesting grounds in the north woods of Ontario. 
    In North on the Wing, Beehler describes both the epic migration of songbirds across the country and the gradual dawning of springtime through the US heartland—the blossoming of wildflowers, the chorusing of frogs, the leafing out of forest canopies—and also tells the stories of the people and institutions dedicated to studying and conserving the critical habitats and processes of spring songbird migration. 
    Inspired in part by Edwin Way Teale’s landmark 1951 book North with the Spring, this audiobook—part travelogue, part field journal, and part environmental and cultural history—is a fascinating firsthand account of a once-in-a-lifetime journey. It engages listeners in the wonders of spring migration and serves as a call for the need to conserve, restore, and expand bird habitats to preserve them for future generations of both birds and humans.
    Voir livre
  • Pattern Recognition and Machine Learning - Exploring the Power of Data Analysis and Prediction through Cutting-Edge Technology - cover

    Pattern Recognition and Machine...

    Chuck Sherman

    • 0
    • 0
    • 0
    "Pattern Recognition: Exploring the Power of Data Analysis and Prediction through Cutting-Edge Technology" is a comprehensive guide to the field of pattern recognition, written by a team of experts in the field. 
    The book covers the fundamentals of data analysis and statistical inference before delving into the theory and application of pattern recognition techniques. The authors explore a variety of methods, including statistical pattern recognition, machine learning, and deep learning, and provide practical examples of their use in computer vision, speech recognition, natural language processing, bioinformatics, finance, robotics, and automation. 
    Readers will learn about template matching, Fourier analysis and wavelets, feature extraction and selection, object recognition, image segmentation, texture analysis, and more. The book also covers supervised and unsupervised learning techniques, including linear regression and classification, decision trees, support vector machines, and clustering algorithms. 
    The authors discuss the potential impact of quantum computing on pattern recognition, as well as ethical considerations in the field. With its accessible writing style and detailed examples, "Pattern Recognition: Exploring the Power of Data Analysis and Prediction through Cutting-Edge Technology" is an essential resource for students, researchers, and practitioners interested in data analysis, machine learning, and artificial intelligence. 
     
    Voir livre
  • How Premonitions Really Work - Learn About and Change Your Future - cover

    How Premonitions Really Work -...

    Martin K. Ettington

    • 0
    • 0
    • 0
    I’ve already written a couple of books on prophecy and premonitions including my own experiences. 
    But as an engineer I felt that I really had not fully communicated what I’ve learned about these abilities and how we can apply this knowledge to our lives. 
    Thus the purpose of this book is to be as detailed as I can be about what premonitions are and how you can use them to improve your life and change your probable futures. 
    As an engineer and experiencer of many modes of premonitions and prophecies I feel I have a lot to offer here and want you the reader to benefit from what I’ve learned. 
    Historical prophecies are also covered as are the real source of premonitional abilities, techniques to see your own futures, how far ahead people can see the future, how to use these techniques with a group of people, and much more on the importance of prophecy in our world. 
    The ability to change the direction of your fate is also discussed.
    Voir livre
  • Infidelity: The Untold Truth About Love and Betrayal - "Discover the hidden truths about infidelity through powerful audio lessons that illuminate love and betrayal!" - cover

    Infidelity: The Untold Truth...

    Caius Pendragon

    • 0
    • 0
    • 0
    Infidelity: The Untold Truth About Love and Betrayal  
    ⭐⭐ Simplified Guide & Explanations Included ⭐⭐ 
    Are you eager to advance in your understanding of complex relationships and gain insight into the transformative personal journeys that often accompany love and betrayal? 
    Searching for a thorough guide that encompasses everything you need to navigate the intricacies of emotional infidelity? 
    Your quest ends here! 
    This guide is your ultimate resource for enhancing your comprehension, applying your knowledge, and participating in practical exercises. With this tool, you are equipped for success. 
    Updated for the latest insights on relationships and personal growth. 
    Key features of this insightful guide: 
    - In-depth insights into the realms of infidelity and emotional dynamics 
    - Detailed exploration of complex relationships and their impacts on personal journeys 
    - Effective strategies for understanding and navigating emotional challenges 
    Our guide stands out with its all-encompassing coverage, vital for your understanding of love and betrayal. Concepts are not just brushed over; they are explored in depth with clarity. 
    Crafted with a clear structure and straightforward language, our guide ensures smooth transitions between topics. Say goodbye to convoluted terminology and embrace content that is clear, accurate, and relevant. 
    So, why delay? Click the BUY NOW button to secure your guide and embark on your journey to understanding infidelity and its profound truths!  
    Embark on this enlightening journey today!
    Voir livre