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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)
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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