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First Steps in Learning AI: Optimal Curriculum for AI Beginners Created! A stage to quickly master Deep Learning by connecting Machine Learning and Deep Learning in short time, with advanced content!

Machine Learning That Even My Mom Can Do (Advanced Theory)

ai in practice

AI 활용법

머신러닝기초

딥러닝기초

확률과-통계

입문

초급

중급이상

Machine Learning(ML)

Deep Learning(DL)

Probability and Statistics

PDF file

What was it in the basic lecture?

SVM (Why find w,b for classification?)

Logistic Regression (Deep Learning Connection)

Entropy..? Scary.. (Just the parts you need to know in ML&DL!)

Softmax function (Deep learning connection)

Maximum Likelihood Estimation (Actually, the loss function here...?)

ROC-AUC metric (logistic function link)

Wrap-up (Light Dim. Reduction, Math X)