Big Data & Machine Learning Cloud OnBoard 1 2 1 Run Spark/Hadoop jobs on Cloud Dataproc 3 2 5 3 Input and Output 6 Data Sources 5 Direct 7 access 6 8 Cloud 7 Storage 9 API Cloud Input and 8 Client output 10 Dataproc connectors Cloud 9 Bigtable 11 10 12 BigQuery 11 Applications on 13 cluster 12 14 13 15 14 16 15 1716 17 18 Big Data & Machine Learning Cloud OnBoard 1 2 1 On GCP, you can have the same data processing pipeline for 3 2 processing both batch and stream 5 3 6 Events, 5 metrics, Cloud and so on Cloud Stream Datalab 7 BigQuery 6 Pub/Sub 8 7 Cloud ML 9 Raw logs, Cloud Data Studio 8 files, assets, Dataflow Engine Dashboards/BI 10 Google 9 Analytics data, and so on Cloud 11 Bigtable 10 Storage Batch 12 11 Co-workers 13 12 14 13 B C A 15 14 Applications 16 and Reports 15 1716 17 18 76