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Financial Modeling Using Quantum Computing. Design and manage quantum machine learning solutions for financial analysis and decision making
Anshul Saxena, Javier Mancilla, Iraitz Montalban, Christophe Pere
Ebook
Quantum computing has the potential to revolutionize the computing paradigm. By integrating quantum algorithms with artificial intelligence and machine learning, we can harness the power of qubits to deliver comprehensive and optimized solutions for intricate financial problems.
This book offers step-by-step guidance on using various quantum algorithm frameworks within a Python environment, enabling you to tackle business challenges in finance. With the use of contrasting solutions from well-known Python libraries with quantum algorithms, you’ll discover the advantages of the quantum approach. Focusing on clarity, the authors expertly present complex quantum algorithms in a straightforward, yet comprehensive way. Throughout the book, you'll become adept at working with simple programs illustrating quantum computing principles. Gradually, you'll progress to more sophisticated programs and algorithms that harness the full power of quantum computing.
By the end of this book, you’ll be able to design, implement and run your own quantum computing programs to turbocharge your financial modelling.
This book offers step-by-step guidance on using various quantum algorithm frameworks within a Python environment, enabling you to tackle business challenges in finance. With the use of contrasting solutions from well-known Python libraries with quantum algorithms, you’ll discover the advantages of the quantum approach. Focusing on clarity, the authors expertly present complex quantum algorithms in a straightforward, yet comprehensive way. Throughout the book, you'll become adept at working with simple programs illustrating quantum computing principles. Gradually, you'll progress to more sophisticated programs and algorithms that harness the full power of quantum computing.
By the end of this book, you’ll be able to design, implement and run your own quantum computing programs to turbocharge your financial modelling.
- 1. Quantum Computing Paradigm
- 2. Quantum Machine Learning Algorithms
- 3. Quantum Finance Landscape
- 4. Derivatives Valuation
- 5. Portfolio Valuations
- 6. Credit Risk Analytics
- 7. Implementation in Quantum Clouds
- 8. HPCs and Simulators Relevance
- 9. NISQ Quantum Hardware Evolution
- 10. Quantum Roadmap for Banks and Fintechs
- Title: Financial Modeling Using Quantum Computing. Design and manage quantum machine learning solutions for financial analysis and decision making
- Author: Anshul Saxena, Javier Mancilla, Iraitz Montalban, Christophe Pere
- Original title: Financial Modeling Using Quantum Computing. Design and manage quantum machine learning solutions for financial analysis and decision making
- ISBN: 9781804614877, 9781804614877
- Date of issue: 2023-05-31
- Format: Ebook
- Item ID: e_3d5e
- Publisher: Packt Publishing