A Tour of Data Science

A Tour of Data Science: Learn R and Python in Parallel covers the fundamentals of data science including programming statistics optimization and machine learning in a single short book. It does not cover everything but rather teaches the key concepts and topics in Data Science. It also covers two of the most popular programming languages used in Data Science R and Python in one source. Key features: Allows you to learn R and Python in parallel Cover statistics programming optimization and predictive modelling and the popular data manipulation tools â data. table and pandas Provides a concise and accessible presentation Includes machine learning algorithms implemented from scratch linear regression lasso ridge logistic regression gradient boosting trees etc. Appealing to data scientists statisticians quantitative analysts and others who want to learn programming with R and Python from a data science perspective. . Language: English