In this talk, we will discuss the evolution of the data platform at GoPro from fixed-size Hadoop clusters to Cloud-based Spark Clusters with a Centralized Hive Metastore + S3. Share our experience in data architecture transformation, batch and streaming frameworks transformation, data democratization via Slack, data portal & visualization, and machine learning features visualization via Google Facets + Spark.