List of videos

When we're learning something new - even something as friendly as Python - it can be difficult to make details stick long-term. This talk will give you some tips to help you learn Python - or anything else - more effectively. Although Python beginners will benefit the most from applying these concepts to Python, this talk is for anyone who wants to hack into their potential to learn more efficiently. Audience level: Novice Speaker: Jessica Shortz. After spending years working as an attorney, Jessica has been working toward a career change to programming over the past two years. She's still searching for the perfect Python IDE, so feel free to recommend your favorite to her if you see her at the convention!

Abstract: To enable data-driven decision making, H&M is betting big on machine learning algorithms. As these algorithms proven extremely successful, our use cases needed to scale rapidly from a few countries to almost every country where H&M operates. With that, we needed to rethink how we orchestrate machine learning pipelines to train and serve a large number of new models in production on a regular basis. In this talk, we share how we designed, implemented, and operationalized a cloud-native scalable architecture for machine learning algorithms using Apache Airflow and Azure Kubernetes Service. About the speaker: Misbah Uddin