#machine-learning

Introduction to Generative Adversarial Networks with MNIST generation example. Written in Korean.

Introduction to Seq2Seq models, covering attention decoder, English-French and Korean-English translators. Written in Korean.

Fundamentals of Recurrent Neural Networks, including creating simple RNNs and sentimental classification. Written in Korean.

Introduction to autoencoders with Fashion MNIST example. Written in Korean.

Fundamentals of Convolutional Neural Networks, including neural network implementation, creating CNN layers, and MNIST classification. Written in Korean.

Introduction to linear regression with simple Python examples and Boston house price dataset. Written in Korean.