Quantum Computing Capstone CAP-QC-QAN.v1

Quantum Portfolio Optimization with QAOA/ Quantum Annealing

Understand quantum optimization fundamentals.
Implement QAOA and quantum annealing algorithms.
Compare classical vs. quantum portfolio strategies.
Work with financial datasets for asset allocation.
Optimize risk-return trade-offs using quantum techniques.
Evaluate performance metrics and real-world applicability.

This Course Includes:

6 hours on-demand video | 9 Articles | 4 Downloadable Resources
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Certificate of completion
  • Understand quantum optimization fundamentals.
  • Implement QAOA and quantum annealing algorithms.
  • Compare classical vs. quantum portfolio strategies.
  • Work with financial datasets for asset allocation.
  • Optimize risk-return trade-offs using quantum techniques.
  • Evaluate performance metrics and real-world applicability.

Course Curriculum & Resources

  • Fundamentals of QAOA and quantum annealing
  • Basics of portfolio optimization and financial modeling

  • Setting up a quantum environment (Qiskit/D-Wave)
  • Implementing QAOA and quantum annealing for asset selection

  • Comparing quantum vs. classical portfolio strategies
  • Measuring efficiency, scalability, and financial viability

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Instructor Info

  • Instructor Code: ABM07
  • Specialty: Cloud, Data Science & GenAI Expert
  • Experience: Worked with Microsoft, JO Morgan Chase, Deloitte Consulting in the USA
  • Education: Holds an MS in Data Analytics Engineering from George Mason University, USA, and an MTech in Biomedical Engineering from IIT Bombay.

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    Certificate Sample

    Frequently Asked Questions

    Basic quantum computing knowledge is recommended, but key concepts will be introduced.
    Qiskit for QAOA, D-Wave for quantum annealing, and Python for financial modeling.
    Yes, the capstone includes benchmarking against classical portfolio optimization methods.
    It provides hands-on experience in applying quantum algorithms for financial decision-making.

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    Quantum Portfolio Optimization with QAOA/ Quantum Annealing

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