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Financial Modeling Using Quantum Computing

You're reading from   Financial Modeling Using Quantum Computing Design and manage quantum machine learning solutions for financial analysis and decision making

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781804618424
Length 292 pages
Edition 1st Edition
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Authors (4):
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Iraitz Montalban Iraitz Montalban
Author Profile Icon Iraitz Montalban
Iraitz Montalban
Anshul Saxena Anshul Saxena
Author Profile Icon Anshul Saxena
Anshul Saxena
Javier Mancilla Javier Mancilla
Author Profile Icon Javier Mancilla
Javier Mancilla
Christophe Pere Christophe Pere
Author Profile Icon Christophe Pere
Christophe Pere
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Basic Applications of Quantum Computing in Finance
2. Chapter 1: Quantum Computing Paradigm FREE CHAPTER 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

Quantum Computing Paradigm

Quantum computers have shown the potential to be game-changing for large-scale industries in the near future. Quantum solutions (hardware and software), in their prime, have the potential to put humankind on planet Pluto with their optimized calculations. According to a Gartner report, 20% of organizations will be budgeting for quantum computing projects by 2023 (The CIO’s Guide to Quantum Computing, https://tinyurl.com/yrk4rp2u). This technology promises to achieve better accuracy and deliver real-world experiences via simulations. This book delves into the potential applications of quantum solutions to solve real-world financial problems.

In this chapter, we will discuss various computing paradigms currently in the research phase. A chronicle of quantum computing is also curated and presented. Then, we will cover the limitations faced by classical computers and how these challenges will be overcome with the help of quantum computers. After that, the role of quantum computing in shaping the next generation of business is defined.

Later in the chapter, we will go through the basics of quantum computing. The types of hardware powering quantum computers are described in a subsequent section. We will also look into the potential business applications of this technology and how organizations can align their business strategy accordingly to harness their true potential.

The following topics will be covered in this chapter:

  • The evolution of quantum technology and its related paradigms
  • Basic quantum mechanics principles and their application
  • The business applications of quantum computing
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Financial Modeling Using Quantum Computing
Published in: May 2023
Publisher: Packt
ISBN-13: 9781804618424
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