LinkedIn AI Academy AI-100: 2 Supervised Learning with Neural Networks

LinkedIn AI Academy AI-100: 2 Supervised Learning with Neural Networks | LinkedIn
English | Size: 127.60 MB
Genre: eLearning

AI is one of the most important but least understood fields in the world. It’s changing the way we think about business, but it’s changing so fast that it’s hard to keep track. This course, taught by LinkedIn engineers Ananth Sankar and Daniel Hewlett, shows how neural networks and deep learning have transformed AI in the last decade, enabling applications that were previously impossible. Ananth and Daniel cover some of the most popular neural network architectures. They discuss key topics like simple linear classification neural networks, convolutional neural networks, and sequence learning, as well as graph neural networks and how you can apply them to make predictions about social network graphs.