Follow along with a small AI startup on its journey to scale from 1 to millions of users. Learn what’s a typical process to handle steady growth in the userbase, and what tools and techniques one can incorporate. All from a machine learning perspective... (more…)

welcome_tutorials - Various tutorials given for welcoming new students at MILA. (more…)

machine learning visualization tools in the terminal - GitHub - bwasti/mlvt: machine learning visualization tools in the terminal... (more…)

As machine learning techniques are increasingly used to make predictions about people, there are a few big ethical questions we need to be asking ourselves.

Today, we'll build an end to end machine learning application from scratch. To do this, we'll walk you through the process of collecting data, training a deep learning model, building a Dash application, putting everything in Docker and deploying to AWS. ... (more…)