Machine Learning
ParlAI: Facebook Dialogue Platform with Stephen Roller

Chatbots are useful for developing well-defined applications such as first-contact customer support, sales, and troubleshooting. But the potential for chatbots is so much greater. Over
SuperAnnotate: Image Annotation Platform with Vahan and Tigran Petrosyan

Image annotation is necessary for building supervised learning models for computer vision. An image annotation platform streamlines the annotation of these images. Well-known annotation
Drug Simulations with Bryan Vicknair and Jason Walsh

Drug trials can lead to new therapeutics and preventative medications being discovered and placed on the market. Unfortunately, these drug trials typically require animal testing. This
Metaflow: Netflix Machine Learning Platform with Savin Goyal

Netflix runs all of its infrastructure on Amazon Web Services. This includes business logic, data infrastructure, and machine learning. By tightly coupling itself to AWS, Netflix has
Determined AI: Machine Learning Ops with Neil Conway

Developing machine learning models is not easy. From the perspective of the machine learning researcher, there is the iterative process of tuning hyperparameters and selecting relevant