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Why Convolutions?

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Skills You'll Learn

Algorithms, PyTorch (Machine Learning Library), Artificial Neural Networks, Deep Learning, Tensorflow, Data Processing, Computer Vision, Applied Machine Learning, Image Analysis, Artificial Intelligence

Reviews

4.9 (42,491 ratings)

  • 5 stars
    87.84%
  • 4 stars
    10.27%
  • 3 stars
    1.40%
  • 2 stars
    0.28%
  • 1 star
    0.18%

JM

Sep 20, 2020

Excellent, solid insights into working of models as well as providing references to the original work. THe assignments give practical examples of models one might want to implement for their own use.

AV

Jul 12, 2020

I really enjoyed this course, it would be awesome to see al least one training example using GPU (maybe in Google Colab since not everyone owns one) so we could train the deepest networks from scratch

From the lesson

Foundations of Convolutional Neural Networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

Taught By

  • Andrew Ng

    Andrew Ng

    Instructor

  • Kian Katanforoosh

    Kian Katanforoosh

    Senior Curriculum Developer

  • Younes Bensouda Mourri

    Younes Bensouda Mourri

    Curriculum developer

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