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Integrating Machine Learning and Data Analytics
This chapter explores the challenges of merging machine learning with analytics, focusing on various technological stacks and the need for synchronized systems. The discussion includes visions for integration, the role of data mesh, and the evolution of data architecture towards advanced solutions like knowledge graphs. It critiques current practices and highlights future trends in data management, emphasizing the importance of efficient integration and the benefits of hybrid systems.