Deep Learning Specialization by Andrew Ng

master Deep Learning, understand how to apply it, and build a career in AI

Cirtificate of Deep Learning Specialization.pdf

What I have learned in five courses:

In five courses, I have learned the foundations of Deep Learning, understand how to build neural networks, and learned how to lead successful machine learning projects. I have learned about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization. I have done case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. I have mastered not only the theory, but also how it is applied in industry. I have practiced in Python, TensorFlow, and keras.

Course 1. Neural Networks and Deep Learning

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

Course 3. Structuring Machine Learning Projects

Course 4. Convolutional Neural Networks

Course 5. Sequence Models