Certificate of Achievement
has completed the following course:
Sungkyunkwan University (SKKU)
This online course explored fundamental machine learning concepts, including the K-nearest neighbor algorithm, linear regression, and model analysis techniques.
4 weeks, 3 hours per week
Kim Jaekwang
Professor of Computing and Informatics
Sungkyunkwan University (SKKU)
Transcript
Learning outcomes
- Understand the fundamental concepts of machine learning, including its types and learning processes.
- Explain and apply the k-NN algorithm and its variations, including different distance measures.
- Comprehend linear regression and its alternative notations, along with the additive linear model.
- Understand logistic regression and implement it using the scikit-learn library.
- Evaluate machine learning models using tools such as the confusion matrix.
Issued on 30th October 2026
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This certificate represents proof of learning. It is not a formal qualification, degree, or part of a degree.