Facultad de Informática
Curso: An Introduction To Deep Learning, por el Dr. Hasan Güler (Univ. Kilis 7 Aralık)
Aprovechando su visita a nuestra Facultad, el profesor Dr. Hasan Güler de la Universidad Kilis 7 Aralık (Turquía), va a impartir un curso de Introducción al Deep Learning abierto a cualquier interesado de nuestra centro.
Título: Introducción al Deep Learning
Fechas y horas presenciales: Lunes 5 / Martes 6 / Miércoles 7 de junio de 10h a 13h.
Lugar: Laboratorio 1.7 (hasta completar aforo), Facultad de Informática.
Idioma: Inglés.
Contenidos:
1st day: Introduction to Programming, Basics of Phyton language, Pseudo-codes and Flow charts, Variables and Operators, Input and output statements, Control Structure, Functions (Methods), Arrays, Introductory knowledge of structures (3 hours) 05/06/2023
2nd day: An Introduction to Deep Learning, The Basic Architecture of Neural Networks, Sort of Networks and Their Usage Aims, Single Computational Layer (Perceptron), Activation and Loss Functions, Underlying Logic of them for selection (3 hours) 06/06/20203
3rd day: Multilayer Neural Networks, The Multilayer Network as a Computational Graph, Training a Neural Network with Backpropagation, Practical Issues in Neural Network Training, The Problem of Overfitting, Regularization, Neural Architecture and Parameter Sharing, Early Stopping. (2 hours) 07/06/2023
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