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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⢠Unit 1: Introduction to Machine Learning and Quantum Computing
⢠Unit 2: Quantum Algorithms for Linear Algebraic Operations
⢠Unit 3: Quantum Machine Learning Algorithms
⢠Unit 4: Quantum Data Encoding Techniques
⢠Unit 5: Quantum Error Mitigation and Correction
⢠Unit 6: Quantum Annealing and Variational Quantum Circuits
⢠Unit 7: Quantum Monte Carlo Methods
⢠Unit 8: Quantum Machine Learning Libraries and Frameworks
⢠Unit 9: Quantum Algorithm Design Patterns
⢠Unit 10: Quantum Computing Hardware and Architectures
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