AI Articles and Analysis about Data management
Explore articles and reports related to artificial intelligence for data management, including applications in data auditing, knowledge management, data collection, and more.
At the recent KDD2016 (knowledge discovery and data mining) conference in San Francisco, Managing Director at Amazon Development Center Germany GmbH and Director of Amazon Machine Learning Ralf Herbrich discussed three lessons that he’s learned while working with sparse machine learning models at scale.
Episode Summary: In this week's episode, we feature an in-person interview from Facebook's headquarters with Hussein Mehanna, director of engineering of the Core Machine Learning group. Mehanna and I talk in-depth about the topic of personalization, touching on the pros and cons, how it works at Facebook, and how his team is working to overcome technological barriers to implement personalization in a way that improves the customer experience. This interview was recorded in their famous "Building 20," which houses thousands of Facebook artificial intelligence employees and developers.
Episode Summary: When you go to Harvard Business School and then to McKinsey company to work in private equity, there’s really only one thing left to do - go to Silicon Valley and launch an AI startup. At least, this is exactly what CEO Praful Krishna did when he moved to San Francisco to start Coseer, an AI company focused on understanding natural language and unstructured data. In this week’s episode, we speak about where unstructured data lives in a business, and how a business can be changed if the right data is unlocked. Krishna also discusses his experience in how executives are making decisions around how, or how not to, leverage AI in their companies.