A Tour of Data Science: learn Python & R in parallel by Nailong ZhangCall Number: Chapman & Hall/CRC e-book
ISBN: 9781003020646
Publication Date: 2021
This item covers the fundamentals of data science, including programming, statistics, optimization, and machine learning in a single short book. It teaches the key concepts and topics, while it covers two of the most popular programming languages. Cover statistics, programming, optimization and predictive modelling, and the popular data manipulation tools - data.table and pandas, and includes machine learning algorithms implemented from scratch, linear regression, lasso, ridge, logistic regression, gradient boosting trees, etc. Contents will appeal to data scientists, statisticians, quantitative analysts, and others who want to learn programming with R and Python from a data science perspective.