Building extraordinary products that leverage the power of artificial intelligence (AI) and machine learning (ML) require special expertise. Product teams need managers who understand when and how to invest in these technologies and how to wisely integrate AI into efficient, market-ready products for industry and consumers. In this one-course specialization, you’ll learn to evaluate, design and implement machine learning applications from scratch or in existing products. You’ll learn how to develop use cases and explore best practices for ML implementation. Plus, you’ll create a strategic product launch and post-launch plans for native and AI-enhanced projects, while learning dependencies, tradeoffs, deliverables and how to build the tech stack.