IBM: Analyzing Data with R by Edx
R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.
Course Highlights
- Prepare data for analysis by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values.
- Conduct exploratory data analysis using descriptive statistics, data grouping, analysis of variance (ANOVA), and correlation statistics.
- Develop a predictive model using various regression methods.
- Evaluate a model for overfitting and underfitting conditions and tune its performance using regularization and grid search.
Skills you will learn!
IBM: Analyzing Data with R
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