HPE Ezmeral Machine Learning Ops vs. IBM InfoSphere Information Server

HPE Ezmeral Machine Learning Ops

IBM InfoSphere Information Server

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
HPE Ezmeral Machine Learning Ops	Score 0.0 out of 10	N/A	HPE Ezmeral Machine Learning Ops is presented by the vendor as a solution that brings DevOps-like agility to the entire machine learning lifecycle. The HPE Ezmeral ML Ops solution supports every stage of ML lifecycle—data preparation, model build, model training, model deployment, collaboration, and monitoring. HPE Ezmeral ML Ops is an end-to-end data science solution with the flexibility to run on-premises, in multiple public clouds, or in a hybrid model and respond to dynamic business…	N/A
IBM InfoSphere Information Server	Score 8.0 out of 10	N/A	IBM InfoSphere Information Server is a data integration platform used to understand, cleanse, monitor and transform data. The offerings provide massively parallel processing (MPP) capabilities.	N/A

Pricing

HPE Ezmeral Machine Learning Ops

IBM InfoSphere Information Server

Editions & Modules

No answers on this topic

Offerings

Pricing Offerings
HPE Ezmeral Machine Learning Ops	IBM InfoSphere Information Server
Free Trial
No	No
Free/Freemium Version
No	No
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

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More Pricing Information

Community Pulse
	HPE Ezmeral Machine Learning Ops	IBM InfoSphere Information Server

Features

HPE Ezmeral Machine Learning Ops

IBM InfoSphere Information Server

Data Source Connection

Comparison of Data Source Connection features of Product A and Product B
	HPE Ezmeral Machine Learning Ops - Ratings	IBM InfoSphere Information Server 8.7 4 Ratings 5% above category average
Connect to traditional data sources	00 Ratings	9.94 Ratings
Connecto to Big Data and NoSQL	00 Ratings	7.54 Ratings

Data Transformations

Comparison of Data Transformations features of Product A and Product B
	HPE Ezmeral Machine Learning Ops - Ratings	IBM InfoSphere Information Server 9.6 4 Ratings 18% above category average
Simple transformations	00 Ratings	10.04 Ratings
Complex transformations	00 Ratings	9.24 Ratings

Data Modeling

Comparison of Data Modeling features of Product A and Product B
	HPE Ezmeral Machine Learning Ops - Ratings	IBM InfoSphere Information Server 8.0 4 Ratings 3% above category average
Data model creation	00 Ratings	8.72 Ratings
Metadata management	00 Ratings	7.74 Ratings
Business rules and workflow	00 Ratings	8.44 Ratings
Collaboration	00 Ratings	8.04 Ratings
Testing and debugging	00 Ratings	7.14 Ratings

Data Governance

Comparison of Data Governance features of Product A and Product B
	HPE Ezmeral Machine Learning Ops - Ratings	IBM InfoSphere Information Server 9.7 4 Ratings 20% above category average
Integration with data quality tools	00 Ratings	10.04 Ratings
Integration with MDM tools	00 Ratings	9.53 Ratings

Best Alternatives
	HPE Ezmeral Machine Learning Ops	IBM InfoSphere Information Server
Small Businesses	Google Cloud AI Score 8.4 out of 10	Skyvia Score 10.0 out of 10
Medium-sized Companies	Google Cloud AI Score 8.4 out of 10	dbt Score 9.1 out of 10
Enterprises	Dataiku Score 8.2 out of 10	InterSystems IRIS Score 7.7 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	HPE Ezmeral Machine Learning Ops	IBM InfoSphere Information Server
Likelihood to Recommend	- (0 ratings)	8.9 (5 ratings)
Likelihood to Renew	- (0 ratings)	8.0 (1 ratings)

User Testimonials
	HPE Ezmeral Machine Learning Ops	IBM InfoSphere Information Server
Likelihood to Recommend	Hewlett Packard Enterprise No answers on this topic	IBM Information Server is extremely useful to replace manual developments that require a lot of coding effort. It significantly increases the productivity of the initial development and the future maintenance of the processes since it has a visual development environment with self-documentation. Karina Gonzalez Manager Data Management Read full review
Pros	Hewlett Packard Enterprise No answers on this topic	IBM IIS best for ETL ,not ELT , and many and diffrent source systems. It also can process big data , unstuctured data It is not only DWH , you can use infosphere for analys and see the bigger architecture of your OLTP systems Incentivized Gunes INAL Data Warehouse Consultant Read full review
Cons	Hewlett Packard Enterprise No answers on this topic	IBM I would be nice to have a new web development environment for DataStage. Connectivity Packs such as Pack for SAP Application are a little pricey. It is confusing for new developers the possibility of developing jobs using different execution engines such as Parallel or Server. Incentivized Gonzalo Angeleri Regional Product & Solution Architect Manager Read full review
Likelihood to Renew	Hewlett Packard Enterprise No answers on this topic	IBM Scale of implementation IBM techsupport Incentivized Verified User Anonymous Read full review
Alternatives Considered	Hewlett Packard Enterprise No answers on this topic	IBM DataStage is more robust and stable than ODI The ability to perform complex transformations or implement business rules is much more developed in DS Verified User Anonymous Read full review
Return on Investment	Hewlett Packard Enterprise No answers on this topic	IBM Productivity of the development of integration processes. Better documentation and governance. Reduce training costs of various technologies. Karina Gonzalez Manager Data Management Read full review
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