Absolute beginners to deep learning should never take this course.
It is a lecture meant for those who already have some knowledge of deep learning to organize their thoughts.
Also, it's just a summary of what's in the book presented via PPT... nothing more, nothing less.

jamesyang40k4842

This course provides essential knowledge needed to understand the structure and operating principles of various artificial neural networks and create good models.

dlbro

Understanding the concept of deep learning leading to practical artificial intelligence

입문

초급

중급이상

Deep Learning(DL)

Artificial Neural Network

Machine Learning(ML)

Background of Deep Learning

artificial neural network

Optimization of artificial neural networks

Convolutional Neural Network

recurrent neural network

Autoencoders and generative adversarial networks

Improving the performance of artificial neural networks

Multiple learning methods and explainable artificial intelligence