Databricks vs AWS Machine Learning Certification
Compare Databricks ML Associate and AWS Machine Learning Specialty for ML careers.
Databricks Machine Learning Associate
Databricks
AWS Machine Learning - Specialty
Amazon Web Services
Feature-by-Feature Breakdown
Compare all aspects of these certifications side by side
| Feature | Databricks Machine Learning Associate | AWS Machine Learning - Specialty |
|---|---|---|
| Provider | Databricks | Amazon Web Services |
| Difficulty Level | Associate | Specialty |
| Exam Duration | 90 minutes | 180 minutes |
| Exam Cost | $200 USD | $300 USD |
| Exam Format | 45 questions | 65 questions |
| Prerequisites | None | 2+ years ML experience |
| Validity Period | 2 years | 3 years |
| Ideal For | ML engineers on Databricks platform | ML engineers on AWS |
| Salary Range | $135,000 - $185,000 | $140,000 - $200,000 |
What Each Certification Covers
Key topics and domains covered in each exam
Databricks Machine Learning Associate Focus Areas
- MLflow
- Feature Store
- AutoML
- Model Serving
- Delta Lake
AWS Machine Learning - Specialty Focus Areas
- SageMaker
- Data Engineering
- Modeling
- Operations
Our Recommendation
Databricks excels at Spark ML; AWS ML covers broader AWS ML services.
Choose Databricks Machine Learning Associate
Choose Databricks for Spark-based ML and unified analytics.
Choose AWS Machine Learning - Specialty
Choose AWS ML for comprehensive AWS ML services expertise.
Frequently Asked Questions
Which is better: Databricks Machine Learning Associate or AWS Machine Learning - Specialty?
Databricks excels at Spark ML; AWS ML covers broader AWS ML services.
What are the salary differences between Databricks Machine Learning Associate?
Databricks Machine Learning Associate typically offers salaries around $135,000 - $185,000, while AWS Machine Learning - Specialty offers $140,000 - $200,000.
Which certification should I get first?
Choose Databricks for Spark-based ML and unified analytics. Choose AWS ML for comprehensive AWS ML services expertise.
How long does it take to prepare for these certifications?
Preparation time varies based on experience. Most candidates spend 4-12 weeks studying, depending on their background and the certification difficulty level.
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