Big Data & Machine Learning Cloud OnBoard 1 2 1 Dataproc reduces the cost and complexity associated with 3 Spark and Hadoop clusters 2 5 3 6 5 Image Versioning 7 6 8 Familiar 7 9 8 10 Dataproc Resize in seconds 9 Google-managed: 11 10 Hadoop Automated cluster mgmt 12 11 Pig 13 12 Hive Integrates with Google Cloud 14 13 Spark 15 14 Flexible VMs 16 15 1716 Google Security 17 18 Big Data & Machine Learning 1 1 2 2 3 3 5 5 6 6 Demo: 7 7 8 8 Recommendations ML 9 9 10 10 11 with Dataproc 11 12 12 13 13 14 14 15 15 16 16 17 31