Elements of Data Science, Machine Learning, and Artificial Intelligence Using R
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Book Overview
The textbook provides students with tools they need to analyze complex data using methods from data science, machine learning and artificial intelligence. The authors include both the presentation of methods along with applications using the programming language R, which is the gold standard for analyzing data. The authors cover all three main components of data science: computer science; mathematics and statistics; and domain knowledge. The book presents methods and implementations in R side-by-side, allowing the immediate practical application of the learning concepts. Furthermore, this teaches computational thinking in a natural way. The book includes exercises, case studies, Q&A and examples.
Format:Paperback
Language:English
ISBN:3031133412
ISBN13:9783031133411
Release Date:October 2024
Publisher:Springer
Length:575 Pages
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