Deep Learning Specialization: Formula Sheet
Fady Morris Milad Ebeid · Zenodo (CERN European Organization for Nuclear Research) · 2020
This is a formula sheet for "Coursera Deep Learning Specialization". Understanding the foundations of Deep Learning, how to build neural networks, and 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.