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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You are working on optimizing the training performance of a TensorFlow model that processes a large dataset stored as a single 5 terabyte CSV file on Cloud Storage. The current input data pipeline is inefficient, leading to prolonged training times. Considering the need for scalability, cost-effectiveness, and compliance with data processing best practices, what initial steps should you take to enhance the pipeline's performance? (Choose two correct options)

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