Talks on Python, production machine learning, healthcare, and open-source collaboration.
Open Source on Steroids: From Experiment to Global Impact in 7 Days
How an open-source experiment grew into a global collaboration during the pandemic. A look at CHIME and the work of bringing a rapidly evolving tool to people who needed it.
Data Science in Healthcare: Beyond the Hype
A practical look at data science in healthcare, moving from promising models toward useful applications in clinical workflows.
Real-time Meatspace Data Science
A look at combining open-source technologies to process real-time clinical data and support predictive applications in healthcare.
Data Science: It's Easy as Py!
An introduction to exploring data with Python and its data science toolkit.
Data Science: It's Easy as Py!
Exploring the Python tools that make data science approachable, from working with data to building predictive models.
Realtime predictive analytics using scikit-learn & RabbitMQ
Connecting predictive models to real-time applications using scikit-learn and RabbitMQ.
Intro to scikit-learn
An introduction to machine learning in Python with scikit-learn.
Data Processing with Mechanical Turk
Using Mechanical Turk to bring human input into data processing workflows.