Deep Learning - What It Is & What It Can Do For You

Explore the fundamentals and applications of deep learning in this 46-minute conference talk from GOTO Amsterdam 2017. Discover what deep learning is, how it works, and how to get started with this powerful technology. Learn about commonly used architectures like convolutional and recurrent networks. Gain insights into deep learning's capabilities in areas such as image classification, face transformation, art creation, and style transfer. Understand the current limitations and future potential of deep learning in fields like unbiased image classification, software development, and game playing. Examine how deep learning may change the world and learn strategies to leverage these emerging trends in your own work or projects.

Intro
Gradient Descent
No: Unsupervised Learning
Yes: Image Classification
Not Yet: Unbiased Image Classification
No: Software Development
Not Yet: Game Playing
Yes: Face Transformation
Yes: Art From Scratch
Yes: Style Transfer
How Will The World Change?
What Can Deep Learning Do?
How Do I Take Advantage Of These Trends?