Modern Data Science with R

Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world problems with data. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling statistical questions.



Contemporary data science requires a tight integration of knowledge from statistics, computer science, mathematics, and a domain of application. This book will help readers with some background in statistics and modest prior experience with coding develop and practice the appropriate skills to tackle complex data science projects. The book features a number of exercises and has a flexible organization conducive to teaching a variety of semester courses.

Stiinta moderna a datelor cu R este un manual cuprinzator de stiinte a datelor pentru studenti, care incorporeaza gandirea statistica si de calcul pentru a rezolva problemele din lumea reala cu date. In loc sa se concentreze exclusiv pe studii de caz sau sintaxa programarii, aceasta carte ilustreaza modul in care programarea statistica in mediul de calcul R / RStudio de ultima generatie poate fi valorificata pentru a extrage informatii semnificative dintr-o varietate de date in serviciul de abordare a statisticilor convingatoare. intrebari. Stiinta datelor contemporane necesita o integrare stransa a cunostintelor din statistici, informatica, matematica si un domeniu de aplicare.