Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn /
Klosterman, Stephen,
Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn / - iv, 353 pages, 10 unnumbered pages : illustrations ; 24 cm.
Includes index.
Preface -- Data exploring and cleaning -- Introduction to Scikit-Learn and Model evaluation -- Details of logistic regression and feature exploration -- The bias-variance trade-off -- Decision trees and random forests -- Imputation of missing data, financial analysis and delivery to client.
1838551026 9781838551025
Python (Computer program language)
Machine learning.
Data mining.
Information visualization.
006.33 / KLO
Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn / - iv, 353 pages, 10 unnumbered pages : illustrations ; 24 cm.
Includes index.
Preface -- Data exploring and cleaning -- Introduction to Scikit-Learn and Model evaluation -- Details of logistic regression and feature exploration -- The bias-variance trade-off -- Decision trees and random forests -- Imputation of missing data, financial analysis and delivery to client.
1838551026 9781838551025
Python (Computer program language)
Machine learning.
Data mining.
Information visualization.
006.33 / KLO