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Challenges of Machine Learning in Production
November 28, 2018 @ 5:30 pm
For the spontaneous, we have a talk tonight about the challenges of ML in production with beer/soft drinks afterwards to talk to the people building these things.
At Blue Yonder, we employ state-of-the-art machine learning algorithms to generate hundreds of millions of decisions for large retail enterprises every day. Full automation allows us to shape supply chains and set selling prices such that customers never face empty shelves, less groceries go to waste, and fashion stores no longer end up with heaps of surplus clothes at the end of season.
In this talk, we will provide you with a look behind the scenes. We will explain what it means to run autonomous machine learning applications in production every day. You will learn about challenges in software engineering, system design, and machine learning. We conclude with areas for future work – and beer and pretzels.