Table of contents

Analytics services

Ready to install an analytics service? Use the following information to find the steps to install each of the analytics services.

Documentation for third-party extensions is provided by the contributing company. Links to the documentation are provided for convenience.

Service Provided by Pricing Learn more
Analytics Engine Powered by Apache Spark IBM Included with Cloud Pak for Data Automatically spin up lightweight, dedicated Apache Spark clusters to run a wide range of workloads.
Analytics Zoo for Apache Spark Third party Free An analytics and AI platform that unifies TensorFlow, Keras, and BigDL for distributed Apache Spark environments.
Cognos® Analytics IBM Separately priced Self-service analytics, infused with AI and machine learning, enable you to create stunning visualizations and share your findings through dashboards and reports.
Data Refinery IBM Included with Cloud Pak for Data Simplify the process of preparing large amounts of raw data for analysis.
Datameer Third party Separately priced Unlock the value in your raw data. Bring data from across your enterprise into a single, unified view so that everyone can blend, prepare, and explore the data to uncover hidden answers.
Decision Optimization IBM Separately priced Evaluate millions of possibilities to find the best solution to any given problem.

Included in the IBM Cloud® Pak for Data Watson™ Studio Premium package.

Execution Engine for Apache Hadoop IBM Separately priced Explore data or build and deploy models on your Apache Hadoop cluster.

Included in the IBM Cloud Pak for Data Watson Studio Premium package.

Figure Eight Third party Separately priced Transform text, images, audio, and videos into annotated training data to fuel your machine learning initiatives.
Intel Deep Learning Reference Stack - PyTorch Third party Free A Deep Learning Reference Stack for PyTorch that is optimized for Intel architecture. Requires AVX-512.
Intel Deep Learning Reference Stack - TensorFlow Third party Free A Deep Learning Reference Stack for TensorFlow that is optimized for Intel architecture. Requires AVX-512.
Intel Distribution of Python Third party Free Popular Python libraries, including analytics and machine learning libraries, accelerated for Intel architecture.
Operational Analytics for ERP Third party Separately priced Visualize and analyze operational SAP ERP data in Cognos Analytics.
Planning Analytics IBM Separately priced Easily create more accurate plans, budgets, and forecasts using data from across your business.
SPSS® Modeler IBM Separately priced Create flows to prepare and blend data, build and manage models, and visualize the results.

Included in the IBM Cloud Pak for Data Watson Studio Premium package.

Streams IBM Included with Cloud Pak for Data Build solutions that drive real-time business decisions by combining streaming and stored data with analytics.
WAND Foundation Taxonomies Third party Separately priced WAND Industry and Business Function Taxonomies provide relevant terminology to jump start your business glossary.