Preprocess large datasets with Azure Machine Learning
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Choose GPU compute in Azure Machine Learning when training compute-intensive models. To reduce the time needed to process the data, store your data efficiently and use a data manipulation library compatible with GPU compute.
Know when to choose CPU or GPU compute in Azure Machine Learning., Efficiently store data in an Azure Data Lake Storage Gen2., Optimize data loading and preprocessing.
Prerequisites
Before starting this module, you should be familiar with the Azure Machine Learning service and training machine learning and deep learning models.
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