Deep Learning Tutorial and Applications

Abstract: First we cover the background and fundamentals to understand deep learning. No prior knowledge is required. Next, we discuss how understanding and preventing churn is important to both small and large businesses to maintain and grow revenue. Startups, especially those involved with web- and subscription-based services, should be attentive and analytical with their customer base. We will describe both unsupervised and supervised machine learning methods that address customer churn.