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Data Streaming Learning about real-time data collection methods using tools like ApacheKafka and Amazon Kinesis. Model Evaluation Techniques for evaluating machine learning models, including cross-validation, confusion matrix, and performance metrics. Knowledge of RESTful APIs and authentication methods is essential.
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