This is the course Design and Analysis of Algorithms (6 ECTS), in the second year of the program Molecular Biology, Medicinal Chemistry and Computer Science for Pharmaceutical Applications in Latina.  Students will learn how to design effic
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This course aims to teach the mathematical foundations behind deep neural networks.  Multiple deep neural network architectures will be covered, including feed forward neural networks, convolutional neural networks, recurrent neural networks, lo
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How neural networks work and their mathematical interpretation as universal approximators. Understanding the limits and potentials of advanced machine learning models.

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