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Theory and practice are different. We will understand the basic concepts of machine learning and introduce the core concepts and theories of various models that you must know. And we will share various techniques and know-how that are helpful in practice while handling various data.

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Master the basics of machine learning

입문

초급

중급이상

Machine Learning(ML)

Orientation

Concepts of artificial intelligence and machine learning

Linear Regression Analysis

Machine Learning Models You Should Know

Ensemble Learning

Clustering

Class Imbalanced Problem

Data Analysis Process

Practice (Regression Analysis)

Building a movie review positive/negative prediction model

Handling various data

Lecture materials