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In many cases, the acquisition of well-labelled training data is a huge hurdle for developing accurate prediction systems with supervised learning. At Love the Sales, we aggregate sales products from over 700 multinational retailers, which results in over 2 million products a day that need classification. It could take a traditional merchandising team four years to complete this task manually. QCon.ai - Applied AI conference for Developers Apr 9 - 11, 2018. Connect with AI and Machine Learning practitioners who are driving the change in software.