Eduardo Apolinario - Robust and End-to-End Cloud Native Machine Learning & Data Processing Platform

As a data science and machine learning practitioner, you’ll learn how Flyte, an open source data- and machine-learning-aware orchestration tool, is designed to overcome the challenges in building and maintaining ML models in production. You'll experiment with using Flyte to build ML pipelines with increasing complexity and scale!

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.

00:00 Welcome!
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