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Explore the intersection of Python and heterogeneous computing in this PyCon US sponsor presentation. Delve into the world of distributed computations across advanced hardware platforms, including quantum computers, GPUs, and specialized hardware. Discover effective Python patterns for interacting with diverse computing environments and maximizing performance. Address challenges such as real-time calculation monitoring, rapid iteration, prototyping complex experiments, and managing long access queues for specialized hardware. Learn valuable strategies to overcome obstacles and optimize performance using open-source tools in heterogeneous computing environments. Gain insights from William Cunningham and Santosh Kumar Radha as they present on behalf of sponsor Covalent in this 59-minute exploration of Python's role in the evolving landscape of distributed computations.