Cloudera Machine Learning Operations Professional
Cloudera's MLOps professional certification validates expertise in deploying, monitoring, and operationalizing machine learning models at scale on Cloudera platforms.
Provider
Cloudera
Level
Professional
Duration
2–4 months
Cost
$295
Passing Score
70%
Validity
2 years
Salary Impact
+$18,000–$28,000 avg
Prerequisites
ML fundamentals
Cloudera platform basics
Python or Scala
DevOps awareness
Exam Format
60 multiple-choice questions, 120 minutes, $295 USD
Exam Topics & Weights
ML lifecycle and governance
20%
Model deployment and serving
22%
Monitoring and retraining
20%
Infrastructure and orchestration
18%
Data pipelines for ML
20%
8-Week Study Plan
Weeks 1-2
Focus: ML lifecycle and Cloudera ML Operations platform
Cloudera University MLOps course
ML Operations concepts
Cloudera CML documentation
Weeks 3-4
Focus: Model deployment and serving strategies
Model serving architectures
Real-time and batch inference
API deployment patterns
Weeks 5-6
Focus: Monitoring, observability, and retraining
Model monitoring best practices
Data and prediction drift detection
Automated retraining workflows
Week 7
Focus: MLOps infrastructure and orchestration
Container orchestration
CI/CD for ML models
Infrastructure as code for ML
Week 8
Focus: Practice exams and case studies
Cloudera official practice exam
MLOps case studies
Real-world deployment patterns
Exam Tips & Strategies
MLOps is one of the hottest fields in 2026. This certification is valuable.
The exam focuses on operations and deployment, not model building. Study DevOps + ML.
Model monitoring and drift detection are critical—understand these deeply
Understand different deployment patterns: batch, real-time, edge, etc.
Infrastructure and orchestration skills are increasingly important
Cloudera competes with Databricks. Having both certifications is a strong career move.
Ready to Apply? Use HireKit's Free Tools
AI-powered job search tools for Cloudera Machine Learning Operations Professional
Add to Your Resume
Showcase this certification on an ATS-optimized resume
ATS Resume Checker
Verify your updated resume passes ATS screening
hirekit.co — AI-powered job search platform
Ready to start preparing for Cloudera Machine Learning Operations Professional?
Get a personalized study plan and track your progress toward certification.
Start Learning