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Navigating Challenges of Integrating Machine Learning in Large Companies
Exploring the complexities of integrating machine learning in large companies, this chapter discusses the evolution of business processes, collaboration between software and data teams, and challenges in aligning multi-cloud infrastructure. It emphasizes the importance of proper platform design, data platform structure, and mature MLOps practices for successful deployment of machine learning models.