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Financial Modeling Using Quantum Computing

You're reading from  Financial Modeling Using Quantum Computing

Product type Book
Published in May 2023
Publisher Packt
ISBN-13 9781804618424
Pages 292 pages
Edition 1st Edition
Languages
Authors (4):
Anshul Saxena Anshul Saxena
Profile icon Anshul Saxena
Javier Mancilla Javier Mancilla
Profile icon Javier Mancilla
Iraitz Montalban Iraitz Montalban
Profile icon Iraitz Montalban
Christophe Pere Christophe Pere
Profile icon Christophe Pere
View More author details

Table of Contents (16) Chapters

Preface 1. Part 1: Basic Applications of Quantum Computing in Finance
2. Chapter 1: Quantum Computing Paradigm 3. Chapter 2: Quantum Machine Learning Algorithms and Their Ecosystem 4. Chapter 3: Quantum Finance Landscape 5. Part 2: Advanced Applications of Quantum Computing in Finance
6. Chapter 4: Derivative Valuation 7. Chapter 5: Portfolio Management 8. Chapter 6: Credit Risk Analytics 9. Chapter 7: Implementation in Quantum Clouds 10. Part 3: Upcoming Quantum Scenario
11. Chapter 8: Simulators and HPC’s Role in the NISQ Era 12. Chapter 9: NISQ Quantum Hardware Roadmap 13. Chapter 10: Business Implementation 14. Index 15. Other Books You May Enjoy

Summary

  • The foundational quantum computing algorithms have already demonstrated the potential benefits of this new computational paradigm, provided that a specific set of hardware capable of harnessing the advantages of the physical approach is available.
  • There is an interesting variety of options regarding quantum and hybrid quantum-classical algorithms for solving problems related to machine learning, optimization, and simulation. Most have documentation and open source code available to reduce the learning curve for new adopters.
  • Quantum computers are a reality since anyone who needs to can access them and start the process of research and discovery toward a potential solution. Also, if there is commercial interest, multiple cloud services provide access to several quantum technologies that can be explored in parallel with high computational power to run quantum simulators.
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