IBM Cloud Pak for Data (CP4D) on AWS Modernization Workshop > Low/No Code ML Lab > Introduction > Included Components
Included Components
IBM Cloud Pak For Data Components
IBM Cloud Pak® for Data platform is a Data and AI platform that helps improve the productivity and reduce complexity. It can be used to build a data fabric connecting siloed data distributed across a hybrid cloud landscape.
IBM Cloud Pak® for Data offers a wide selection of IBM and third-party services spanning the entire data lifecycle. Deployment options include on-premises software version built on the Red Hat® OpenShift® container platform, or a fully managed version built on the IBM Cloud®.
IBM Cloud Pak® for Data offers the following services:
| Category | Services |
|---|---|
| Unify your data | IBM Data Virtualization |
| Unify your data | IBM® Db2® Advanced Edition |
| Unify your data | IBM Db2® Warehouse |
| Unify your data | IBM Watson® Knowledge Catalog |
| Govern data and AI | IBM Watson® Studio |
| Govern data and AI | IBM OpenPages® with Watson® |
| Govern data and AI | IBM DataStage® |
| Govern data and AI | Senzing |
| Operationalize AI | Palantir for IBM Cloud Pak for Data |
| Operationalize AI | IBM Anaconda Repository for IBM Cloud Pak for Data |
| Protect and secure data | IBM Security™ Guardium® Data Protection for Databases Services |
| Open source databases | EDB Postgres Enterprise with IBM |
| Open source databases | MongoDB Enterprise Advanced with IBM |
| Customer care | IBM Watson® Assistant |
| Customer care | IBM Watson® Discovery |
Refer the link to learn more.
IBM Cloud Pak® for Data services focussed on in this lab are:
- IBM Watson® Studio
- Auto AI: Fully automated no-code approach to building a classification, regression or a time-series model.
- Machine Learning: Deploy, manage and integrate machine learning models into your applications and services in as little as one click.
- Cognos Embedded Dashboard: Visualize analytical results with no-code.
- Jupyter Notebooks: Run small pieces of code to process your data and immediately view the results.
AWS Components
- Amazon S3: Amazon Simple Storage Service (Amazon S3) is an object storage service offering industry-leading scalability, data availability, security, and performance.
- Amazon API Gateway: Amazon API Gateway is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale.
- AWS Lambda: AWS Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers.
- Amazon Elastic Kubernetes Service(EKS): Amazon Elastic Kubernetes Service (Amazon EKS) is a managed container service to run and scale Kubernetes applications in the cloud or on-premises.