Master Deep Learning, and Break into AI
Instructor: Andrew Ng
This repo contains all the programming assignments I have done regarding this specialization. Deep Learning Specialization on Coursera.
- Learn the foundations of Deep Learning
- Understand how to build neural networks
- Learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization etc.
- Practice all these ideas in plain Python using NumPy and in TensorFlow.
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Course 1: Netural language and Deel learning
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Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
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Course 3: Structuring Machine Learning Projects
- This doesn't have any PA
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Course 4: Convolutional Neural Networks
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Course 5: Sequence Models