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Explore the evolution of data architecture in this conference talk from NDC Oslo 2023. Delve into the complexities of data engineering and its growing importance in large-scale system architectures. Move beyond buzzwords to understand the fundamental reasons behind concepts like Data Warehouse, Data Lake, and Data Mesh. Learn how to approach the design of modern analytical data infrastructure, evolve existing systems, and gain insights into the future of data platforms. Discover key topics including microservices, real-time streaming, Lambda architecture, data management governance, and the emerging Data Mesh paradigm. Gain valuable knowledge to navigate the path towards optimal data architecture in today's rapidly changing technological landscape.