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Dec 11, 2024
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DSCI 000/1412 - Fundamentals of Data Science II (3 cr.)
Prerequisites
DSCI 1411
Description
Fundamentals of Python programming in the context of Data Science with a focus on relevant packages. Coverage of techniques for database handling, data manipulation, visualization and summarization. Study of probability basics and further statistics required for assessing sampling techniques, designing estimators, hypothesis testing and fitness tests. Focus on simulation basics, analytics, data interpretation and basic machine learning models such as regression and kNN classifiers.
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