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deep-learning-course's Introduction

MENADD-DL

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.

Playlist

Section YouTube Slides Examples
Welcome to Deep Learning Course and Orientation YouTube Slides
Neural Networks YouTube Slides Frist Example Second Example
Convolutional Neural Network:part 1 YouTube Slides
Convolutional Neural Network:part 2 YouTube Slides
Convolutional Neural Network:part 3 YouTube Slides alt text alt text alt text
Modern Convolutional Neural Networks (New) YouTube Slides
Recurrent Neural Network: part 1 YouTube Slides
Recurrent Neural Network: part 2 YouTube Slides
Recurrent Neural Network: part 3 YouTube Slides alt text alt text alt text
Generative Adversarial Networks YouTube Slides alt text
Generative Adversarial Networks (Old) YouTube Slides
Natural Language Processing YouTube Slides alt text

Welcome to Deep Learning Course and Orientation

Neural Networks

  • Youtube here.
  • Slides here.
  • Frist Example alt text
  • Second Example alt text
  • Assignment alt text
  • Proposed Solution alt text

Convolutional Neural Network

Part 1

Part 2

Part 3

  • Youtube here.
  • Slides here .
  • LeNet-5 alt text
  • Object_detection alt text
  • Object Segmentation alt text

Modern Convolutional Neural Networks (New)

Recurrent Neural Network

Part 1

Part 2

Part 3

  • Youtube here.
  • Slides here.
  • Simple Example alt text
  • Arabic Poems Generator alt text
  • Music Generator alt text

Generative Adversarial Networks

  • Youtube here.
  • Slides here.
  • Simple Example alt text

Generative Adversarial Networks (Old)

Natural Language Processing

  • Youtube here.
  • Slides here.
  • Arabic Poems Generator alt text

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