Do not waste too much time on "Base R" syntax. Instead, jump straight into the Tidyverse. Learn how to use the pipe operator ( |> ) to chain functions together. This makes your code readable, reproducible, and easy for peer review among engineering teams. Step 3: Work with Real-World Automotive Datasets

renault_data %>% mutate(value_score = price_euro / maintenance_cost_year) %>% slice_max(value_score, n = 1) %>% select(model, value_score)

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The best Renault for advanced R-Learning (highway merging, high-speed stability), but overkill and cumbersome for absolute beginners mastering intersections.