
Deep Learning Specialization
Courses Done
Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning.
In five courses, I learned the foundations of Deep Learning, understood how to build neural networks, and got to know how to lead successful machine learning projects. I could also learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. I worked on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. I mastered not only the theory but also saw how it was being applied in industry. I practiced all these ideas in Python and in TensorFlow.
I also got to hear from many top leaders in Deep Learning, who shared their personal stories and gave career advice.
COURSE 1
Neural Networks and Deep Learning
DECEMBER 2020
COURSE 2
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
DECEMBER 2020
COURSE 3
Structuring Machine Learning Projects
DECEMBER 2020
COURSE 4
Convolutional Neural Networks
DECEMBER 2020
COURSE 5
Sequence Models
DECEMBER 2020