From the course: AI Data Strategy: Data Procurement and Storage
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Design a real-world data strategy for an AI-powered product
From the course: AI Data Strategy: Data Procurement and Storage
Design a real-world data strategy for an AI-powered product
- [Instructor] You've learned about everything from data procurement to storage architecture and ethical AI deployment. Now, let's put it all together in one cohesive challenge that will test your ability to design a real-world data strategy for an AI-powered product. Imagine you're the lead data strategist at Fashion First, a fast-growing e-commerce company that's doing 50 million in annual sales. They want to revolutionize their customer experience by using AI to personalize product recommendations and create a more engaging shopping journey. Fashion First has an established data infrastructure, including two years of purchase history, comprehensive interaction logs, customer service transcripts, and a product catalog with basic metadata. The platform currently serves 2 million monthly active users and operates on a basic cold storage setup, but they have a crucial decision to make. Should they buy a traditional and model-driven recommendation engine, or should they leverage the…
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