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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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In your role as a Machine Learning Engineer at an industrial manufacturing company, you are leading a project to enhance the quality control system by implementing a deep learning model to identify semi-finished products that should be discarded. The model, built with TensorFlow, processes images captured from various stages of the production line. The images are currently stored in CSV files as binary data, presenting challenges in efficient data import and management. Given the constraints of high data volume, the need for fast processing speeds, and the importance of maintaining data integrity, what is the optimal solution for importing and managing this binary image data? Choose the best option.

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