{"product_id":"quantum-machine-learning-and-optimisation-in-finance-on-the-road-to-quantum-advantage-paperback","title":"Quantum Machine Learning and Optimisation in Finance: On the Road to Quantum Advantage - Paperback","description":"\u003cp\u003eby \u003cb\u003eAntoine Jacquier\u003c\/b\u003e (Author), \u003cb\u003eOleksiy Kondratyev\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn the principles of quantum machine learning and how to apply them\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhile focus is on financial use cases, all the methods and techniques are transferable to other fields\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of Print or Kindle includes a free eBook in PDF\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\u003eDiscover how to solve optimisation problems on quantum computers that can provide a speedup edge over classical methods\u003c\/li\u003e\n\u003cli\u003eUse methods of analogue and digital quantum computing to build powerful generative models\u003c\/li\u003e\n\u003cli\u003eCreate the latest algorithms that work on Noisy Intermediate-Scale Quantum (NISQ) computers\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\u003eWith recent advances in quantum computing technology, we finally reached the era of Noisy Intermediate-Scale Quantum (NISQ) computing. NISQ-era quantum computers are powerful enough to test quantum computing algorithms and solve hard real-world problems faster than classical hardware.\u003c\/p\u003e\u003cp\u003eSpeedup is so important in financial applications, ranging from analysing huge amounts of customer data to high frequency trading. This is where quantum computing can give you the edge. Quantum Machine Learning and Optimisation in Finance shows you how to create hybrid quantum-classical machine learning and optimisation models that can harness the power of NISQ hardware.\u003c\/p\u003e\u003cp\u003eThis book will take you through the real-world productive applications of quantum computing. The book explores the main quantum computing algorithms implementable on existing NISQ devices and highlights a range of financial applications that can benefit from this new quantum computing paradigm.\u003c\/p\u003e\u003cp\u003eThis book will help you be one of the first in the finance industry to use quantum machine learning models to solve classically hard real-world problems. We may have moved past the point of quantum computing supremacy, but our quest for establishing quantum computing advantage has just begun!\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\u003eTrain parameterised quantum circuits as generative models that excel on NISQ hardware\u003c\/li\u003e\n\u003cli\u003eSolve hard optimisation problems\u003c\/li\u003e\n\u003cli\u003eApply quantum boosting to financial applications\u003c\/li\u003e\n\u003cli\u003eLearn how the variational quantum eigensolver and the quantum approximate optimisation algorithms work\u003c\/li\u003e\n\u003cli\u003eAnalyse the latest algorithms from quantum kernels to quantum semidefinite programming\u003c\/li\u003e\n\u003cli\u003eApply quantum neural networks to credit approvals\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 Quants and developers, data scientists, researchers, and students in quantitative finance. Although the focus is on financial use cases, all the methods and techniques are transferable to other areas.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 442\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.9 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 31, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47443931103410,"sku":"9781801813570","price":90.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/db867b572cf0e41079cd29af9b10248b.webp?v=1778696293","url":"https:\/\/box.dadyminds.org\/products\/quantum-machine-learning-and-optimisation-in-finance-on-the-road-to-quantum-advantage-paperback","provider":"DADYMINDS BOX","version":"1.0","type":"link"}