TIL on FRI

Deep Learning Specialization[Course2]

• Coursera - Professor Andrew Ng, Stanford Univ.

train set, dev set, test set

Note

train set, dev set, test set

bias, variance, underfitting, overfitting, bayes error

Note

bias, variance, underfitting, overfitting, bayes error

bigger network more data

Note

bigger network more data

regularization, L2 regularization

Note

regularization, L2 regularization

dropout regularization, inverted dropout technique

Note

dropout regularization, inverted dropout technique

inverted dropout technique

Note

inverted dropout technique

R & Python for AI

• K-MOOC - Professor Lee Yoon Dong, Sogang Univ.

OOP, piping, chaining

Note

OOP, piping, chaining

dplyr, SQL

Note

dplyr, SQL

dplyr, SQL, ggplot

Note

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