Global Certificate in R for Customer Insights
-- viewing nowThe 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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Course Details
• <data\_manipulation>: Introduction to data manipulation in R, covering essential packages like dplyr and tidyr.
• <data\_visualization>: Overview of data visualization techniques using R, with a focus on ggplot2.
• <customer\_segmentation>: Exploration of customer segmentation methods, including cluster analysis and decision trees.
• <predictive\_modeling>: Application of predictive modeling techniques in R, including regression, classification, and time series analysis.
• <text\_analysis>: Analysis of text data using R, covering natural language processing techniques like sentiment analysis and topic modeling.
• <customer\_lifetime\_value>: Techniques for estimating and optimizing customer lifetime value using R.
• <experimental\_design>: Overview of experimental design and A/B testing in R, with a focus on the design and analysis of online experiments.
• <big\_data\_analytics>: Introduction to big data analytics using R, including distributed computing and parallel processing techniques.
• <data\_ethics>: Discussion of ethical considerations in customer insights, including data privacy and bias mitigation.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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