Quantum Machine Learning: Harnessing Quantum Computing to Revolutionize Artificial Intelligence
Quantum Machine Learning: Harnessing Quantum Computing to Revolutionize Artificial Intelligence by Sam Green
English | November 25, 2024 | ISBN: N/A | ASIN: B0DP31DYD3 | 98 pages | EPUB | 1.21 Mb
English | November 25, 2024 | ISBN: N/A | ASIN: B0DP31DYD3 | 98 pages | EPUB | 1.21 Mb
In an era defined by exponential data growth and the limits of classical computing, Quantum Machine Learning offers a revolutionary approach to solving complex problems. By merging the principles of quantum mechanics with the power of artificial intelligence, this groundbreaking field opens doors to faster computations, improved optimization, and unparalleled insights into large datasets.
This comprehensive guide takes readers on a journey from the basics of quantum computing and machine learning to their integration in real-world applications. Whether you're a student, researcher, or industry professional, you'll discover:
- Core concepts of quantum mechanics and how they apply to computing
- Machine learning principles and their quantum adaptations
- Hands-on techniques using leading frameworks like Qiskit, TensorFlow Quantum, and PennyLane
- Practical case studies in optimization, pattern recognition, and quantum neural networks