{"product_id":"quantum-machine-learning-and-optimisation-in-finance-second-edition-drive-financial-innovation-with-quantum-powered-algorithms-and-optimisation-str-9781836209614","title":"Quantum Machine Learning and Optimisation in Finance - Second Edition: Drive financial innovation with quantum-powered algorithms and optimisation str","description":"\u003cp\u003e • Author(s): Antoine Jacquier | Oleksiy Kondratyev | Alexander Lipton\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Optimization\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eGet a detailed introduction to quantum computing and quantum machine learning, with a focus on finance-related applications\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Find out how quantum algorithms enhance financial modeling and decision-making\u003c\/p\u003e\u003cp\u003e- Improve your knowledge of the variety of quantum machine learning and optimisation algorithms\u003c\/p\u003e\u003cp\u003e- Look into practical near-term applications for tackling real-world financial challenges\u003c\/p\u003e\u003cp\u003e- Purchase of the print or Kindle book includes a free PDF eBook\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eAs quantum machine learning (QML) continues to evolve, many professionals struggle to apply its powerful algorithms to real-world problems using noisy intermediate-scale quantum (NISQ) hardware. This book bridges that gap by focusing on hands-on QML applications tailored to NISQ systems, moving beyond the traditional textbook approaches that explore standard algorithms like Shor's and Grover's, which lie beyond current NISQ capabilities.\u003c\/p\u003e\u003cp\u003eYou'll get to grips with major QML algorithms that have been widely studied for their transformative potential in finance and learn hybrid quantum-classical computational protocols, the most effective way to leverage quantum and classical computing systems together.\u003c\/p\u003e\u003cp\u003eThe authors, Antoine Jacquier, a distinguished researcher in quantum computing and stochastic analysis, and Oleksiy Kondratyev, a Quant of the Year awardee with over 20 years in quantitative finance, offer a hardware-agnostic perspective. They present a balanced view of both analog and digital quantum computers, delving into the fundamental characteristics of the algorithms while highlighting the practical limitations of today's quantum hardware.\u003c\/p\u003e\u003cp\u003eBy the end of this quantum book, you'll have a deeper understanding of the significance of quantum computing in finance and the skills needed to apply QML to solve complex challenges, driving innovation in your work.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Familiarize yourself with analog and digital quantum computing principles and methods\u003c\/p\u003e\u003cp\u003e- Explore solutions to NP-hard combinatorial optimisation problems using quantum annealers\u003c\/p\u003e\u003cp\u003e- Build and train quantum neural networks for classification and market generation\u003c\/p\u003e\u003cp\u003e- Discover how to leverage quantum feature maps for enhanced data representation\u003c\/p\u003e\u003cp\u003e- Work with variational algorithms to optimise quantum processes\u003c\/p\u003e\u003cp\u003e- Implement symmetric encryption techniques on a quantum computer\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for academic researchers, STEM students, finance professionals in quantitative finance, and AI\/ML experts. No prior knowledge of quantum mechanics is needed. Mathematical concepts are rigorously presented, but the emphasis is on understanding the fundamental properties of models and algorithms, making them accessible to a broader audience. With its deep coverage of QML applications for solving real-world financial challenges, this guide is an essential resource for anyone interested in finance and quantum computing.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cstrong\u003eTable of Contents\u003c\/strong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- The Principles of Quantum Mechanics\u003c\/p\u003e\u003cp\u003e- Adiabatic Quantum Computing\u003c\/p\u003e\u003cp\u003e- Quadratic Unconstrained Binary Optimisation\u003c\/p\u003e\u003cp\u003e- Quantum Boosting\u003c\/p\u003e\u003cp\u003e- Quantum Boltzmann Machine\u003c\/p\u003e\u003cp\u003e- Qubits and Quantum Logic Gates\u003c\/p\u003e\u003cp\u003e- Parameterised Quantum Circuits and Data Encoding\u003c\/p\u003e\u003cp\u003e- Quantum Neural Network\u003c\/p\u003e\u003cp\u003e- Quantum Circuit Born Machine\u003c\/p\u003e\u003cp\u003e- Variational Quantum Eigensolver\u003c\/p\u003e\u003cp\u003e- Quantum Approximate Optimisation Algorithm\u003c\/p\u003e\u003cp\u003e- Quantum Kernels and Quantum Two-Sample Test\u003c\/p\u003e\u003cp\u003e- The Power of Parameterised Quantum Circuits\u003c\/p\u003e\u003cp\u003e- Advanced QML Models\u003c\/p\u003e\u003cp\u003e- Beyond NISQ\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46389455028375,"sku":"9781836209614","price":4297.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781836209614.webp?v=1768799144","url":"https:\/\/atlanticbooks.com\/products\/quantum-machine-learning-and-optimisation-in-finance-second-edition-drive-financial-innovation-with-quantum-powered-algorithms-and-optimisation-str-9781836209614","provider":"Atlantic Books","version":"1.0","type":"link"}