Mandeep Kumar

Indian Institute of Technology, Delhi

The Indian Institute of Technology (IIT) Delhi offers an online Quantum Computing and Machine Learning certification program. The program covers topics such as quantum machine learning, data encoding, HHL algorithm, quantum linear regression, quantum swap test subroutine, quantum Euclidean distance calculation, quantum K-means clustering, quantum principal component analysis, quantum support vector machines, quantum deep learning, hybrid quantum-classical neural networks, and classification… Show more The Indian Institute of Technology (IIT) Delhi offers an online Quantum Computing and Machine Learning certification program. The program covers topics such as quantum machine learning, data encoding, HHL algorithm, quantum linear regression, quantum swap test subroutine, quantum Euclidean distance calculation, quantum K-means clustering, quantum principal component analysis, quantum support vector machines, quantum deep learning, hybrid quantum-classical neural networks, and classification using hybrid quantum-classification neural network. The program includes programming of quantum machine learning algorithms in Python, as well as hands-on projects such as analysis and implementation of quantum encoding techniques, comparative study of data preparation methods in quantum clustering algorithms, implementing Grover's algorithm, quantum computing for finance, enterprise intelligence, and managed services with quantum computing, and implementing HHL algorithm. Show less

Dr. A.P.J. Abdul Kalam Technical University