TIL on FRI

Deep Learning Specialization[Course2]

• Coursera - Professor Andrew Ng, Stanford Univ.

train set, dev set, test set

노트

train set, dev set, test set

bias, variance, underfitting, overfitting, bayes error

노트

bias, variance, underfitting, overfitting, bayes error

bigger network more data

노트

bigger network more data

regularization, L2 regularization

노트

regularization, L2 regularization

dropout regularization, inverted dropout technique

노트

dropout regularization, inverted dropout technique

inverted dropout technique

노트

inverted dropout technique

인공지능을 위한 R과 Python

• K-MOOC 서강대 이윤동 교수님

OOP, piping, chaining

노트

OOP, piping, chaining

dplyr, SQL

노트

dplyr, SQL

dplyr, SQL, ggplot

노트

dplyr, SQL, ggplot

train set, dev set, test set bias, variance, underfitting, overfitting, bayes error bigger network more data regularization, L2 regularization dropout regularization, inverted dropout technique inverted dropout technique OOP, piping, chaining dplyr, SQL dplyr, SQL, ggplot