Certificate in Machine Learning for Quantum Algorithm Design
-- ViewingNowThe Certificate in Machine Learning for Quantum Algorithm Design is a cutting-edge course that prepares learners for the future of data science and artificial intelligence. This program bridges the gap between classical machine learning and the rapidly evolving field of quantum computing, teaching learners how to design and implement quantum algorithms for machine learning tasks.
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โข Unit 1: Introduction to Machine Learning and Quantum Computing
โข Unit 2: Quantum Algorithms for Linear Algebraic Operations
โข Unit 3: Quantum Machine Learning Algorithms
โข Unit 4: Quantum Data Encoding Techniques
โข Unit 5: Quantum Error Mitigation and Correction
โข Unit 6: Quantum Annealing and Variational Quantum Circuits
โข Unit 7: Quantum Monte Carlo Methods
โข Unit 8: Quantum Machine Learning Libraries and Frameworks
โข Unit 9: Quantum Algorithm Design Patterns
โข Unit 10: Quantum Computing Hardware and Architectures
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