Alternatives to SAS Certified Specialist: Machine Learning Using SAS Viya for ML Practitioners

Comparable ML credentials from Databricks and Google Cloud, reviewed

Specialists who build supervised models in SAS Viya can see how other providers structure comparable credentials. These reviewed options come from Databricks and Google Cloud, and each one is described by how its workflow differs from SAS Viya's pipeline interface.

SAS Viya Machine Learning alternativesSAS Certified Specialist: Machine Learning Using SAS Viya Search Certifications by Filters

Why compare

Comparable alternatives to SAS Machine Learning Using SAS Viya

Every reviewed option sits in the comparable group, covering feature work, training, evaluation, or production deployment on another provider's platform. They address a similar job in a different way and are not equivalents of the SAS credential.

Starting point

Reference facts

SAS Certified Specialist: Machine Learning Using SAS Viya

SAS

Level: Professional
Credential type: Professional certification
Exam type: Written
Study time: 120-220h
Known price: $180

Full certification details

Comparable

Comparable options to SAS Certified Specialist: Machine Learning Using SAS Viya

Credentials aimed at a similar goal and level, from another angle or provider. A similar purpose does not make them interchangeable.

Databricks

Databricks Certified Machine Learning Associate

Code-first ML workflows on Databricks

Databricks Certified Machine Learning Associate covers feature work, training, and evaluation in a notebook-and-MLflow environment instead of SAS Viya's pipeline interface.

Who it suits

Fits SAS-trained modelers broadening into open-source tooling, or newcomers wanting a platform-based ML credential.

Key differences

Experiment tracking and AutoML come from MLflow and Databricks tools, rather than SAS Viya's guided pipeline building and model comparison.
It is positioned at the associate tier for foundational tasks, so it is less deep on model deployment than the SAS specialist exam.
The environment is open-source oriented, so Python skills matter more than SAS procedures.

Level: Associate
Assessment: Written
Study time: 50-90h
Listed from: $200

Google Cloud

Professional Machine Learning Engineer

Production ML on Google Cloud

Professional Machine Learning Engineer is the cloud-provider peer for specialists who build supervised models and push them into production.

Who it suits

Suits modelers ready to move to a major cloud, particularly those wanting recognition for productionizing models.

Key differences

It adds pipeline automation, serving, scaling, and monitoring across cloud services, instead of SAS Viya's integrated modeling interface.
The coverage reaches into generative and AI solutions as well, which the SAS specialist exam does not target.
It assumes cloud engineering fluency, which makes it a different audience than analysts who live in SAS.

Level: Professional
Assessment: Written
Study time: 90-150h
Listed from: $200

Side by side

How the options compare on the record

Structured facts from each certification record, with SAS Certified Specialist: Machine Learning Using SAS Viya as the reference row. Prices and exam details change, so check the provider before deciding.

Certification	Compared for	Level	Assessment	Study time	Listed from
SAS Certified Specialist: Machine Learning Using SAS Viya SAS	Reference	Professional	Written	120-220h	$180
Databricks Certified Machine Learning Associate Databricks	Comparable	Associate	Written	50-90h	$200
Professional Machine Learning Engineer Google Cloud	Comparable	Professional	Written	90-150h	$200

Next steps

Narrowing your choice around SAS Machine Learning on Viya

Platform and workflow matter as much as the credential's name. Weigh your goal, the assessment style, and the provider your team trusts, then read each detail page for specifics, such as how supervised models are built and assessed, before choosing a direction.

Search more certifications

Narrow your certification options after reviewing the Machine Learning Using SAS Viya certification

Compare Machine Learning Using SAS Viya with certifications that assess similar skills or support related roles. Look closely at provider focus, exam demands, prerequisites, preparation effort, and renewal expectations before committing to a credential.

View the Machine Learning Using SAS Viya certification