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读书笔记《distributed-data-systems-with-azure-databricks》第三节基于数据库的机器和深度学习

Section 3: Machine and Deep Learning with Databricks

本节探讨有关使用机器学习和深度学习模型的概念。在本节结束时,您将能够利用分布式计算的力量创建、训练和部署预测模型。

本节包含以下章节:

  • Chapter 7, Using Python Libraries in Azure Databricks
  • Chapter 8, Databricks Runtime for Machine Learning
  • Chapter 9, Databricks Runtime for Deep Learning
  • Chapter 10, Model Tracking and Tuning in Azure Databricks
  • Chapter 11, Managing and Serving Models with MLflow and MLeap
  • Chapter 12, Distributed Deep Learning in Azure Databricks