A series of online courses offered by deeplearning.ai. I would like to say thanks to Prof. Andrew Ng and his colleagues for spreading knowledge to normal people and great courses sincerely.
Reminder
the reason I would like to create this repository is purely for academic use (in case for my future use). I am really glad if you can use it as a reference and happy to discuss with you about issues related with the course even further deep learning techniques.
Please only use it as a reference. The quiz and assignments are relatively easy to answer, hope you can have fun with the courses.
1. Neural Network and Deep Learning
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Week 1
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Week 2
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Week 3
2. Improving Deep Neural Networks-Hyperparameter tuning, Regularization and Optimization
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Week 1
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Week 2
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Week 3
3. Structuring Machine Learning Projects
4. Convolutional Neural Network
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Week 1
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Week 2
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Week 3
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Week 4
5. Sequence Models
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Week 1
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Week 2
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Week 3
Author
Haibin Yu/ @HeroKillerEver