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As a manager of a data science team utilizing a complex cloud-based backend for training jobs, you're facing management challenges due to the team's use of diverse frameworks like Keras, PyTorch, Theano, Scikit-learn, and custom libraries. The solution must not only streamline the process but also adhere to cost constraints and ensure scalability for future framework additions. Which managed service would best meet these requirements? Choose the best option.