Learning Centers Find videos, tutorials, sample code, and apps in the Watson Data Platform Learning Centers. IBM CloudantA fully-managed NoSQL database as a service built that scales globally, runs non-stop, and handles a wide variety of data types like JSON, full-text, and geospatial. IBM ComposeA managed service environment for MongoDB, Redis, PostgreSQL, MySQL, Elasticsearch, ScyllaDB, JanusGraph, RabbitMQ, etcd, and RethinkDB. IBM Analytics EngineA combined Apache Spark and Apache Hadoop service that provides an environment for developing and deploying advanced analytics applications and uses HortonWorks Data Platform. IBM Data Science ExperienceAn interactive, collaborative, cloud-based environment where data scientists can use tools like RStudio, Jupyter, Python, Scala, and Spark to activate their insights. IBM Data RefineryA self-service data preparation client for data scientists, data engineers, and business analysts. IBM Data CatalogA secure enterprise catalog to index, classify, and govern your data with greater efficiency. IBM Watson Machine LearningA full-service Bluemix offering that makes it easy for data scientists and developers to work together to integrate predictive analytics with their applications. IBM Compose for JanusGraphA fully managed graph database service for storing, querying, and visualizing data points, their connections, and properties; based on Apache TinkerPop™ for building high-performance graph applications. IBM Streaming AnalyticsAn IBM Streams-powered service you can use to perform real-time analysis on data in motion as part of your Bluemix® applications. IBM LiftA migration service that makes it easy to quickly, securely, and reliably migrate your data from on-premises sources to the cloud. IBM Data ConnectA cloud-based data refinery that transforms raw data into relevant and actionable information. Find data, shape it, and deliver it to applications and systems. Apache SparkA powerful, in-memory compute engine for the rapid analysis of big data with full access to the complete Spark SQL programming model and supporting MLlib and GraphX packages. IBM BigInsights on CloudAn always-on, secure, managed cloud service built on Apache Hadoop and value-added analytics APIs. The service is managed and scaled for you by the big data experts at IBM. IBM GraphA fully managed graph database service for storing, querying, and visualizing data points, their connections, and properties; based on Apache TinkerPop™ for building high-performance graph applications.