shaan360 / deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

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Deep Learning Specialization on Coursera

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Master Deep Learning, and Break into AI

Instructor: Andrew Ng

This repo contains all my work for this specialization. All the code base, quiz questions, screenshot, and images, are taken from, unless specified, Deep Learning Specialization on Coursera.


  • Learn the foundations of Deep Learning
  • Understand how to build neural networks
  • Learn how to lead successful machine learning projects
  • Learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more.
  • Work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing.
  • Practice all these ideas in Python and in TensorFlow.


Course 1: Neural Networks and Deep Learning

Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Try notebooks in the cloud

To try out example notebooks interactively in your web browser, just click on the binder link:



Contributions are welcome! For bug reports or requests please submit an issue.


Deep Learning Specialization by Andrew Ng on Coursera.

License:MIT License


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