Global Certificate in R for Customer Insights
-- ViewingNowThe Global Certificate in R for Customer Insights is a comprehensive course that empowers learners with essential data analysis skills using R, a powerful programming language. This course is crucial in today's data-driven world, where businesses rely on customer insights to make informed decisions.
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โข <data\_manipulation>: Introduction to data manipulation in R, covering essential packages like dplyr and tidyr.
โข <data\_visualization>: Overview of data visualization techniques using R, with a focus on ggplot2.
โข <customer\_segmentation>: Exploration of customer segmentation methods, including cluster analysis and decision trees.
โข <predictive\_modeling>: Application of predictive modeling techniques in R, including regression, classification, and time series analysis.
โข <text\_analysis>: Analysis of text data using R, covering natural language processing techniques like sentiment analysis and topic modeling.
โข <customer\_lifetime\_value>: Techniques for estimating and optimizing customer lifetime value using R.
โข <experimental\_design>: Overview of experimental design and A/B testing in R, with a focus on the design and analysis of online experiments.
โข <big\_data\_analytics>: Introduction to big data analytics using R, including distributed computing and parallel processing techniques.
โข <data\_ethics>: Discussion of ethical considerations in customer insights, including data privacy and bias mitigation.
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