{"product_id":"a-practical-guide-to-quantum-machine-learning-and-quantum-optimisation-hands-on-approach-to-modern-quantum-algorithms-9781804613832","title":"A Practical Guide to Quantum Machine Learning and Quantum Optimisation: Hands-on Approach to Modern Quantum Algorithms","description":"\u003cp\u003e\u003cstrong\u003eWork with fully explained algorithms and ready-to-use examples that can be run on quantum simulators and actual quantum computers with this comprehensive guide\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet a solid grasp of the principles behind quantum algorithms and optimization with minimal mathematical prerequisites\u003c\/li\u003e\n\u003cli\u003eLearn the process of implementing the algorithms on simulators and actual quantum computers\u003c\/li\u003e\n\u003cli\u003eSolve real-world problems using practical examples of methods\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eYou'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.\u003c\/p\u003e\u003cp\u003eThrough 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eReview the basics of quantum computing\u003c\/li\u003e\n\u003cli\u003eGain a solid understanding of modern quantum algorithms\u003c\/li\u003e\n\u003cli\u003eUnderstand how to formulate optimization problems with QUBO\u003c\/li\u003e\n\u003cli\u003eSolve optimization problems with quantum annealing, QAOA, GAS, and VQE\u003c\/li\u003e\n\u003cli\u003eFind out how to create quantum machine learning models\u003c\/li\u003e\n\u003cli\u003eExplore how quantum support vector machines and quantum neural networks work using Qiskit and PennyLane\u003c\/li\u003e\n\u003cli\u003eDiscover how to implement hybrid architectures using Qiskit and PennyLane and its PyTorch interface\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50727435698450,"sku":"9781804613832","price":48.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_4eb93b31-babb-4e48-a14a-0ae67083954d.jpg?v=1734907985","url":"https:\/\/surprise-castle.myshopify.com\/products\/a-practical-guide-to-quantum-machine-learning-and-quantum-optimisation-hands-on-approach-to-modern-quantum-algorithms-9781804613832","provider":"Surprise Castle","version":"1.0","type":"link"}