Even those with existing knowledge will find it useful as a review to organize their concepts.

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

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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