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Batch Inferencing

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The lesson covers batch inferencing for asynchronous prediction on large datasets, using pipelines with ParallelRunStep for scalable distributed scoring across multiple VMs.

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Previous Module Machine Learning Pipelines
This Module Real-Time Inferencing
Introduction to Real-Time Inferencing
Introduction to Real-Time Inferencing
Deploying a Real-Time Inferencing Service
Deploying a Real-Time Inferencing Service
Consuming a Real-Time Inferencing Service
Consuming a Real-Time Inferencing Service
Troubleshooting a Real-Time Inferencing Service
Troubleshooting a Real-Time Inferencing Service
Batch Inferencing
Batch Inferencing
DevOps and CI/CD Philosophy
DevOps and CI/CD Philosophy
Azure ML and DevOps Integration
Azure ML and DevOps Integration
Next Module Hyperparameter Tuning