성균관대학교

교육기간: 3일 / 15시간

교육대상:  머신러닝 학습 희망자

분야: AI & Big Data 

교육기관: AI Academy

커리큘럼

Introduction to Machine Learning

Supervised Learning Basics

Linear Regression

Classification model

Logistic Regression

Overfitting Problem

Evaluation

Neural Network

k-Nearest Neighbors

Support Vector Machine (SVM)

Decision Tree

Ensemble Method

Naive Bayes Classifier

k-Nearest Neighbors

Unsupervised Learning: Clustering

Unsupervised Learning: Dimensionality Reduction