---
title: "Included Components"
weight: 45
chapter: true
draft: false
pre: "<b>D. </b>"
---

# Included Components

## IBM Cloud Pak For Data Components

![cpd-logo](/images/50_low_no_code_ml_Lab/cpd-logo.png)

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](https://www.ibm.com/products/cloud-pak-for-data/services) 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](https://aws.amazon.com/s3/): Amazon Simple Storage Service (Amazon S3) is an object storage service offering industry-leading scalability, data availability, security, and performance.
* [Amazon API Gateway](https://aws.amazon.com/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](https://aws.amazon.com/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)](https://aws.amazon.com/eks/): Amazon Elastic Kubernetes Service (Amazon EKS) is a managed container service to run and scale Kubernetes applications in the cloud or on-premises.