Data Science from Scratch : first principle with python [texto impreso] /
Grus Joel, Autor . - Segunda edición . -
Oreilly, 2019 . - XVII, 384 paginas : Ilustraciones, gráficos, tablas ; 25 cm.
ISBN : 978-1-4920-4113-9
Idioma : Inglés (
eng)
Clasificación: |
650 Gerencia y servicios auxiliares |
Nota de contenido: |
Introduccion - A crash course in python - Visualizing data - Lenear Algebra Statics - Probability - Hypotesis and inference - Gradiente Descent - Getting data - Working with data - Machine learnig - K-nearest Neighbors - Naive Bayes - Simple linear regression - Multiple regression - logistic regression - Decision Trees - Neural Networkd - Deep learning - Clustering Natural lenaguage Processing Network analysis - Recomender Systems - Databases and SQL - mapReduce - Data ethics - Go forth and do data science. |
Link: |
https://biblioteca.unap.edu.pe/opac_css/index.php?lvl=notice_display&id=111246 |