This IBM Redpaper publication provides guidance on building an enterprise-grade data lake by using IBM Spectrum® Scale and Cloudera Data Platform (CDP) Private Cloud Base for performing in-place Cloudera Hadoop or Cloudera Spark-based analytics. It covers the benefits of the integrated solution and gives guidance about the types of deployment models and considerations during the implementation of these models.