Dive deeper into machine learning

FUNdamentals of Machine Learning

This course is a sequel to the FUNdamentals of Clinical Data Science course and will advance your understanding of the machine learning pipeline.

You will explore underlying principles behind data cleaning, data preprocessing (including bias-variance trade off) and dimensionality reduction (with emphasis on feature selection, feature extraction and regularization). Also you will learn about training and testing a machine learning model.

After successful course completion you will receive a certificate. The course will take 45-60 minutes.
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For questions about this course you may contact the instructor at [email protected].
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Course Lessons