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
A Practical Guide to Quantum Machine Learning and Quantum Optimization - Hands-on Approach to Modern Quantum Algorithms - cover

A Practical Guide to Quantum Machine Learning and Quantum Optimization - Hands-on Approach to Modern Quantum Algorithms

Elías F. Combarro, Samuel González-Castillo

Casa editrice: Packt Publishing

  • 0
  • 0
  • 0

Sinossi

Work with fully explained algorithms and ready-to-use examples that can be run on quantum simulators and actual quantum computers with this comprehensive guide
 
Key Features
 
- Get a solid grasp of the principles behind quantum algorithms and optimization with minimal mathematical prerequisites
 
- Learn the process of implementing the algorithms on simulators and actual quantum computersSolve real-world problems using practical examples of methods
 
Book Description
 
This book provides deep coverage of modern quantum algorithms that can be used to solve real-world problems. You’ll be introduced to quantum computing using a hands-on approach with minimal prerequisites.
 
You’ll discover many algorithms, tools, and methods to model optimization problems with the QUBO and Ising formalisms, and you will find out how to solve optimization problems with quantum annealing, QAOA, Grover Adaptive Search (GAS), and VQE. This book also shows you how to train quantum machine learning models, such as quantum support vector machines, quantum neural networks, and quantum generative adversarial networks. The book takes a straightforward path to help you learn about quantum algorithms, illustrating them with code that’s ready to be run on quantum simulators and actual quantum computers. You’ll also learn how to utilize programming frameworks such as IBM’s Qiskit, Xanadu’s PennyLane, and D-Wave’s Leap.
 
Through reading this book, you will not only build a solid foundation of the fundamentals of quantum computing, but you will also become familiar with a wide variety of modern quantum algorithms. Moreover, this book will give you the programming skills that will enable you to start applying quantum methods to solve practical problems right away.
 
What you will learn:
 
- Review the basics of quantum computing
 
- Gain a solid understanding of modern quantum algorithms
 
- Understand how to formulate optimization problems with QUBO
 
- Solve optimization problems with quantum annealing, QAOA, GAS, and VQE
 
- Find out how to create quantum machine learning models
 
- Explore how quantum support vector machines and quantum neural networks work using Qiskit and PennyLane
 
- Discover how to implement hybrid architectures using Qiskit and PennyLane and its PyTorch interface
 
Who this book is for:
 
This book is for professionals from a wide variety of backgrounds, including computer scientists and programmers, engineers, physicists, chemists, and mathematicians. Basic knowledge of linear algebra and some programming skills (for instance, in Python) are assumed, although all mathematical prerequisites will be covered in the appendices.
Disponibile da: 31/03/2023.
Lunghezza di stampa: 680 pagine.

Altri libri che potrebbero interessarti

  • Crustaceology - Life in Shells - cover

    Crustaceology - Life in Shells

    Mike Crawford

    • 0
    • 0
    • 0
    Crustaceology is the scientific study of crustaceans, a diverse and fascinating group of arthropods that include species such as crabs, lobsters, shrimps, and barnacles. These creatures are among the most ancient and widely distributed organisms on Earth, inhabiting every marine, freshwater, and even terrestrial environment. The study of crustaceans offers essential insights into evolutionary biology, ecology, and the intricate relationships between species and their environments. 
    Crustaceans have existed for over 500 million years, evolving into a vast array of forms that range from microscopic copepods to the giant Japanese spider crab, with a leg span of up to 12 feet. This remarkable diversity has made crustaceans one of the most successful and adaptable groups of animals. Their ability to thrive in such varied environments—from the deepest ocean trenches to the highest mountain peaks—demonstrates their resilience and complexity. 
    One of the key characteristics of crustaceans is their exoskeleton, made of chitin, which provides both structure and protection. These hard outer shells, which must be periodically shed in a process known as molting, are integral to their survival. Molting allows crustaceans to grow, but it also leaves them vulnerable until their new exoskeleton hardens. This unique adaptation has allowed crustaceans to evolve into highly specialized forms, each suited to specific niches in ecosystems around the world.
    Mostra libro
  • Online Business Terms and Acronyms - cover

    Online Business Terms and Acronyms

    Karl Lillrud

    • 0
    • 0
    • 0
    I know its not easy! Butt what tif you could imagine a world where navigating the online business landscape is as easy as reading your favorite book. That's what "The Essential Online Business Handbook: Online business terms and acronyms" is all about. This is not just another reference guide; it's your ultimate ally in the digital realm. With this audiobook you'll discover the keys to unlocking a treasure trove of online business jargon, making every term and acronym as familiar to you as your own name. 
    This handbook dives deep into the heart of online business, unraveling the mysteries behind the acronyms and terms that often seem like a foreign language. But fear not! With clear explanations and real-world examples, you'll soon be fluent, confidently speaking the language of digital commerce. 
    Beyond the basics, this guide takes you on an adventure through the land of commonly used abbreviations, ensuring you won't just understand the language; you'll master it. Whether you're a seasoned pro aiming to refine your expertise or a newcomer eager to make your mark, this book is your compass, guiding you through the complexities of the online business world with ease and confidence. 
    Prepare to be empowered. As you turn each page, you'll gain the knowledge and confidence to stand tall as a professional in the digital age, transforming jargon into a powerful tool for success. This is more than just a book; it's a journey to the pinnacle of professional prowess.  
    This book plots your path to mastering the digital domain.
    Mostra libro
  • Sound's Fury Unleashed - The Sonic Phenomenon That Defies Natural Laws - cover

    Sound's Fury Unleashed - The...

    John Harpoon

    • 0
    • 0
    • 0
    Throughout history, humankind has marveled at the natural world, from the majesty of towering mountains to the depths of the oceans. Yet, some phenomena defy explanation, remaining elusive and enigmatic. One such phenomenon is the sonic anomaly known as Sound's Fury—a violent, inexplicable burst of sound that seems to break all the rules of nature. Its origins, causes, and implications have puzzled scientists, captivated the public, and left a trail of unanswered questions. This book delves deep into the sonic enigma, exploring its mystery and the far-reaching impact it has had on the world. 
    Sound's Fury, a term coined to describe these overwhelming sonic events, is not a fictional occurrence but a genuine, puzzling phenomenon that has been observed around the globe. The first reports came from isolated locations where communities were shaken by intense, thunderous sounds that appeared out of nowhere, yet left no visible source. It wasn't long before similar incidents began to spread across different regions, sparking intrigue, fear, and a sense of helplessness among those who experienced them. What makes this phenomenon even more baffling is the absence of any clear pattern or consistent explanation. 
    Over time, experts have tried to analyze these events from a scientific standpoint. Acousticians, geophysicists, and even space scientists have worked tirelessly to find answers. They have proposed several theories, ranging from natural phenomena like sonic booms or atmospheric anomalies to more complex, speculative causes, such as unknown seismic activities or extraterrestrial influences. Despite their best efforts, none of these explanations have fully captured the essence of Sound's Fury or provided a definitive answer.
    Mostra libro
  • Important Astronauts Cosmonauts and Other Spaceflight Personalities - cover

    Important Astronauts Cosmonauts...

    Martin K. Ettington

    • 0
    • 0
    • 0
    This book is the eighth volume of “The Living in Space Series”. Each volume focuses on one particular technology of living in space. 
    This book covers the Astronauts, Cosmonauts, and other individuals who were responsible for some of the biggest space adventures to date. 
    When I was a kid growing up in the 1960s my friends and I were always listening to the latest news about the Mercury Seven and their latest adventures flying into space. 
    As of 2020 less than 600 persons have gone into space. These people have pioneered many different types of space activities and are responsible for many legends. 
    In 1985 while working for Hewlett Packard I got myself transferred to work at the Johnson Space Center in Houston, Texas for a couple of years. It was incredible for me because I got to see the manned space flight center up close, walk inside of Space mockups, and meet many astronauts. In fact it was David Wolf—who later became an astronaut who took me up for rides in his Pitt Special Acrobatic plane (where I got really sick) which convinced me to get my own pilots license. I even applied for the astronaut corps but didn’t make it. 
    I also knew Julie Resnick who was killed in the Challenger explosion. It was very impressive attending the Challenger public funeral where President Reagan spoke. 
    As a lifelong space buff, I’m very happy to write this book series and introduce the key players here. In this book we will profile those persons who have been the star players in man’s exploration of space, and who have made major space contributions over the years.
    Mostra libro
  • A World Unbroken - cover

    A World Unbroken

    Santiago Machain

    • 0
    • 0
    • 0
    A World Unbroken explores an alternate history in which humanity never faced the devastation of plague. Through a series of deeply researched and humanized chapters, the book examines how uninterrupted population growth, stable communities, and the absence of mass mortality would have shaped every aspect of society, science, and culture. From art and architecture to law, migration, and the environment, each chapter delves into the ways in which continuity, rather than crisis, would have influenced the evolution of human experience. The narrative weaves together the threads of hope, fear, ambition, and innovation, offering a compelling vision of a world where progress is steady, traditions are preserved, and new challenges arise from abundance rather than loss.
    Mostra libro
  • Navigating the Complexities of Stroke - cover

    Navigating the Complexities of...

    MD FAAN Louis R. Caplan

    • 0
    • 0
    • 0
    Navigating the Complexities of Stroke provides a practical guide for the lay public and medical professionals. Dr. Louis R. Caplan, one of the world's leading experts, guides listeners through the subject in a straightforward and accessible manner. He turns to the mechanics of the stroke itself, discussing the complexities of the two major kinds and the resulting damage. Caplan offers information and advice that listeners will find useful: the medical conditions and other factors that create risk, stroke symptoms, abnormalities that doctors look for, tests available to evaluate strokes, complications and disabilities that can result, and the paths of treatment and rehabilitation. He offers real-life cases of victims and their families that demonstrate successful recovery, but also reveal the sometimes troubling impact of strokes on survivors and their families, who can suffer frustration and demoralization that the medical profession often overlooks in its biological focus. Caplan also examines strokes in children and young adults, who are often neglected in literature that is largely aimed at seniors. 
     
     
     
    Navigating the Complexities of Stroke empowers victims, families, and general medical providers. It puts in listeners' hands the knowledge necessary to avoid strokes, address them quickly, and recover, so they won't lose heart when it is needed most.
    Mostra libro