Back to Machine Learning Basics
Sungkyunkwan University

Machine Learning Basics

In this course, you will: a) understand the basic concepts of machine learning. b) understand a typical memory-based method, the K nearest neighbor method. c) understand linear regression. d) understand model analysis. Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.

Status: Scikit Learn (Machine Learning Library)
Status: Statistical Methods
Course15 hours

Featured reviews

Reviewed Jul 14, 2024

Hi thank you for your amazing course I learned a lot. That was so useful for me and this course gave me very good training and was expressed in very simple language

Reviewed Apr 7, 2024

Very help full and good explanation in every part of lecture

Reviewed Oct 5, 2023

Good fundamental course that gives you basic idea about what machine learning exactly is !!

Reviewed Jun 22, 2023

Good foundational knowledge. I think some of the reading assignments overlap. I wish the reading assignments were all in the same font/format or from the same text - but that's just me being picky.

Reviewed Jul 23, 2024

The course is very good and it fulfills its objectives.

Reviewed Jun 20, 2025

It helps me to clear basics topic of machine learning. Got a lot of insights about knn , logistic regression and linear regression.

Reviewed May 31, 2025

This one is tge best course on ML basic, but there are something to improve is many basics are skipped.

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