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Theory and practice are different. We will grasp the basic concepts of machine learning and introduce the core concepts and theories of various essential models. Furthermore, by working with diverse datasets, we will share various techniques and know-how that are helpful in practice.

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Mastering Machine Learning Basics from the Ground Up

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