INTRODUCCION A DATA SCIENCE

INGENIERIA CIVIL EN COMPUTACION E INFORMATICA · Antofagasta Hacer clic en el título para ver detalles

Básicas

Anting, Nickholas, 2022. DATA SCIENCE with KNIME: Data Exploration, Machine Learning and Visualization using CODELESS Visual Programming. Editorial.

Géron, Aurélien, 2022. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O'Reilly Media.

Mckinney, Wes, 2022. Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter. O'Reilly Media.

Complementarias

James, Gareth ; Witten, Daniela ; Hastie, Trevor ; Tibshirani, Robert , 2017. An introduction to statistical learning with applications in R. Springer.

Witten, Ian H., 2016. Data Mining: Practical Machine Learning Tools and Techniques. Editorial.

Provost, Foster; Fawcett, Tom, 2013. Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking. O'Reilly Media.

Wilke, Claus, 2020. Fundamentals of Data Visualization. O'reilly.

Friedman, Jerome ; Hastie, Trevor ; Tibshirani, Robert , 2001. The elements of statistical learning : data mining, inference, and prediction. Springer.