Overview
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This conference talk from PyCon US provides a guided tour of the vibrant community and ecosystem surrounding accelerated Python programming. Explore the world of Python that powers simulation, data science, and generative AI while navigating through the potentially overwhelming array of available tools. Discover various tools, libraries, and frameworks that enable efficient computation and performance optimization in Python, including CUDA Python, RAPIDS, Warp, and Legate. Learn about integration points with PyData, PyTorch, and JAX communities and understand the collaborative efforts within the community, including open source projects and contributions driving innovation in accelerated computing. Gain insights into best practices for leveraging these frameworks to enhance productivity when developing AI-driven applications and conducting large-scale data analyses. This 55-minute NVIDIA-sponsored presentation helps demystify the accelerated Python ecosystem for newcomers and experienced developers alike.
Syllabus
Accelerated Python: The Community and Ecosystem (Sponsor: NVIDIA)
Taught by
PyCon US