Further reading

This section offers a list of helpful web resources that will help you augment your knowledge of the topics addressed in this chapter:

• AzCopy command-line tool to copy blobs and files to a storage account: http://aka.ms/azcopy.
• Azure Storage Explorer is a free tool to manage all your Azure cloud storage resources: https://azure.microsoft.com/features/storage-explorer/.
• The Hitchhiker's Guide to the Data Lake is an extensive guide on key considerations and best practices while building a data lake: https://aka.ms/adls/hitchhikersguide.
• Optimizing data processing with AzureML: https://docs.microsoft.com/azure/machine-learning/concept-optimize-data-processing.
• The Koalas project: https://koalas.readthedocs.io.
• Guidance to prevent model overfitting and to handle unbalanced data: https://docs.microsoft.com/azure/machine-learning/concept-manage-ml-pitfalls.
• MLOps guidance for data scientists and app developers working in AzureML and Azure DevOps: https://aka.ms/MLOps.