Data Mining Concepts and Techniques
This 3-hour online course will give you insight into the data mining process,
explain models and algorithms, and give an understanding of how to match
the right data mining models to the right problems.
Instructor: Deanne Larson
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Data Understanding and Preparation for Data Science
This 3-hour online course addresses how to translate the problem statement into data sources, explore the data for relationships and recognize patterns, identify the starting inputs for the model, preparing data, and validating it for the model fitting process.
Instructor: Deanne Larson
Data Mining in R
This 3.5-hour course provides an introduction to R basics, working with data frames, data reshaping, basic statistics, graphing, linear models, non-linear models, clustering, and model diagnostics
Instructor: Deanne Larson