Deep Learning Course

Course, Online, 2021

A course on deep learning methods with applications to computer vision, natural language processing . you will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow.

SectionYouTubeSlidesExamples
Welcome to Deep Learning Course and OrientationYouTubeSlides 
Neural NetworksYouTubeSlidesFrist Example Second Example
Convolutional Neural Network:part 1YouTubeSlides 
Convolutional Neural Network:part 2YouTubeSlides 
Convolutional Neural Network:part 3YouTubeSlidesExample example example
Modern Convolutional Neural Networks (New)YouTubeSlides 
Recurrent Neural Network: part 1YouTubeSlides 
Recurrent Neural Network: part 2YouTubeSlides 
Recurrent Neural Network: part 3YouTubeSlidesexample example example
Generative Adversarial NetworksYouTubeSlidesexample
Generative Adversarial Networks (Old)YouTubeSlides 
Natural Language ProcessingYouTubeSlidesexample