mleyvaz / cursomachinelearning

Repositorio creado para el curso Aprendizaje automático

Curso Machine Learning

Repositorio creado para el curso Aprendizaje automático utilizando la herramienta Orange

Dia 1 Materiales

Presentación

Dataset-Titanic

Instalador Orange

Orange Pipeline

Kaggle Titanic Competition

Dia 2 Materiales

Presentación

Housing-XAI

Attrition-XAI

Dia 3 Materiales

Presentación

Image analitycs

Dataset

Bibliografía

1. Aston, Z., Zachary, C. L., Mu, L., & Alexander, J. S. (2020). Dive into Deep Learning. http://d2l.ai/
2. Géron, A. (2019). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems. O'Reilly Media.
3. Nielsen, M. A. (2015). Neural networks and deep learning (Vol. 25). San Francisco, CA: Determination press.
4. Theobald, O. (2017). Machine learning for absolute beginners: a plain English introduction (p. 157). Scatterplot Press.
5. Vemuri, V. K. (2020). The Hundred-Page Machine Learning Book: by Andriy Burkov, Quebec City, Canada, 2019, 160 pp., 49.99(Hardcover); 29.00 (paperback); 25.43(KindleEdition),(Alternatively,canpurchaseatleanpub.comataminimumpriceof 20.00), ISBN 978-1999579517.