Udacity – Data Analysis with R alternatives
Udacity – Data Analysis with R is a data visualization and summarizing platform to make it easily understandable and simple to comprehend. The course covers the basics of reading and pre-processing data, visualizing it in a variety of ways, including scatterplot graphs, maps, line charts, and boxplots with error bars. It also covers more advanced techniques like linear regression, clustering, classification, and calculating summary statistics. Data Analysis with R provides beginners an overview of the R programming language and basic statistical analysis techniques.
Use ggplot’s default aesthetics to make beautiful graphs quickly, Perform statistical tests like t-tests and ANOVA tests using built-in functions, Perform unsupervised learning with k-means clustering and supervised learning using linear and logistic regression, and Import Structured Data Files and Build Your Own Database. Moreover, you can also go through Udacity’s real-world data sets to better understand how to use R to manipulate and process data.
