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Statistical Perspectives in Teaching Deep Learning from Fundamentals to Applications
(2020)
The use of Artificial Intelligence, machine learning and deep learning have gained a lot of attention and become increasingly popular in many areas of application. Historically machine learning and theory had strong ...
Quantum Computation, Quantum Algorithms & Implications on Data Science
(2020)
Quantum computing is a new revolutionary computing paradigm, first theorized in 1981. It is based on quantum physics and quantum mechanics, which are fundamentally stochastic in nature with inherent randomness and uncertainty. ...