Graduate Certificate in Advanced Data Analysis with R
-- ViewingNowThe Graduate Certificate in Advanced Data Analysis with R is a comprehensive course designed to equip learners with the essential skills required in the data analysis industry. This program emphasizes the use of R, a powerful statistical software, to analyze and interpret complex data sets.
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⢠<strong>Data Analysis with R</strong>: An introduction to R, focusing on data manipulation, visualization, and analysis. ⢠<strong>Statistical Inference with R</strong>: Covers hypothesis testing, confidence intervals, and statistical modeling. ⢠Regression Analysis in R: Delves into linear and generalized linear models, including model selection and diagnostics. ⢠Advanced Data Visualization: Explores ggplot2 and other R packages for creating compelling visualizations. ⢠Time Series Analysis: Examines time series data, including ARIMA models and seasonal adjustments. ⢠Machine Learning with R: Covers supervised and unsupervised learning techniques, including decision trees, clustering, and neural networks. ⢠<strong>Big Data Analysis in R</strong>: Introduces tools and techniques for analyzing big data, including data manipulation, aggregation, and visualization. ⢠Text Mining and Analysis: Covers text mining techniques in R, including natural language processing and sentiment analysis. ⢠R Shiny App Development: Provides an introduction to Shiny, R's web framework for creating interactive applications and dashboards.
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