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AI By the Bay is a technical conference defining AI in the context of startups and enterprises. We start with a rigorous introduction to AI by the hands-on industry leaders, live-coding the major open-source AI implementations to highlight the key algorithms, data pipelines, and application context. We dig deep into autonomous transportation as an industry deploying Deep Learning at scale and transforming most rapidly. We end with a groundbreaking day of AI strategy defined by the full-stack AI leaders who both build AI and define its strategy and future.