Introduccion
Definitions of Data Mining, Data Science, and content of the class
Mar 30, 2024
Introduccion
Overview of the class, reminders from Machine Learning,…
Mar 30, 2024
Datos
(Un)structured data, Representation, Normalization, Noise removal,...
Mar 29, 2024
Exploracion de Datos
Basic statistics for data exploration.
Mar 28, 2024
Intro Aprendizaje Supervisado
Basics of Machine Learning and supervised learning.
Mar 27, 2024
Intro Aprendizaje Supervisado
Mineria de Datos
Mar 27, 2024
Biases and Fairness
How to avoid making bad models.
Mar 26, 2024
Modelos Lineales
A very simple model, which is the base of deep neural networks!
Mar 25, 2024
Regularization
Penalization, Dropout, Data augmentation
Mar 24, 2024
Mineria de Datos
Curso de Mineria de Datos en español
Mar 24, 2024