This repository contains my full documentation of the Deep Learning Specialization.
If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. This specialization will help you become good at Deep Learning.
In five courses, we will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. We will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. We will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. We will master not only the theory, but also see how it is applied in industry. We will practice all these ideas in Python and in TensorFlow, which we will teach.
We will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice.
AI is transforming multiple industries. After finishing this specialization, we will likely find creative ways to apply it to our work.