Exam Comparison
Databricks Spark vs NVIDIA AI Ops
Comparing the Databricks Certified Associate Developer for Apache Spark 3.0 and the NVIDIA Certified Associate — AI in the Data Center: Industry Operations. Both fall under IT Certifications. Both are covered by the AI & Data Cert Exam Prep: NVIDIA, Databricks & Snowflake app.
Databricks Spark vs NVIDIA AI Ops: At a Glance
| Detail | Databricks Spark | NVIDIA AI Ops |
|---|---|---|
| Full Name | Databricks Certified Associate Developer for Apache Spark 3.0 | NVIDIA Certified Associate — AI in the Data Center: Industry Operations |
| Governing Body | Databricks | NVIDIA |
| Number of Questions | 60 | 50 |
| Time Limit | 120 minutes | 90 minutes |
| Passing Score | 70% (42/60) | 70% |
| Exam Fee | $200 USD | Varies by authorized testing provider |
| Category | IT Certifications | IT Certifications |
| C3RT App | AI & Data Cert Exam Prep: NVIDIA, Databricks & Snowflake Soon | AI & Data Cert Exam Prep: NVIDIA, Databricks & Snowflake Soon |
Content Areas Compared
Databricks Spark Domains
- Databricks Platform and Architecture(15%)
- ELT with Apache Spark and Delta Lake(30%)
- Incremental Data Processing(25%)
- Production Pipelines(20%)
- Data Governance(10%)
NVIDIA AI Ops Domains
- AI and Deep Learning Fundamentals
- AI Project Lifecycle and MLOps
- AI Infrastructure — NVIDIA DGX, GPU clusters, data pipelines
- Data Management and Curation for AI
- Model Training, Evaluation, and Deployment
- AI Governance, Ethics, and Responsible AI
- AI Security, Compliance, and Risk Management
- NVIDIA AI Enterprise Software Stack
Frequently Asked Questions
What is the difference between Databricks Spark and NVIDIA AI Ops?
The Databricks Spark (Databricks Certified Associate Developer for Apache Spark 3.0) is administered by Databricks and consists of 60 questions. The NVIDIA AI Ops (NVIDIA Certified Associate — AI in the Data Center: Industry Operations) is administered by NVIDIA and consists of 50 questions. Both are IT Certifications credentials.
Can I take both the Databricks Spark and the NVIDIA AI Ops?
Yes, the Databricks Spark and NVIDIA AI Ops are separate credentials with separate eligibility requirements. Each is awarded by a different governing body (Databricks and NVIDIA respectively). Check the official requirements for each before registering.
Which should I take first, Databricks Spark or NVIDIA AI Ops?
The right sequence depends on your career goals and current credentials. The Databricks Spark is offered by Databricks with a passing score of 70% (42/60), while the NVIDIA AI Ops is offered by NVIDIA with a passing score of 70%. Review the eligibility requirements for each with the respective governing bodies before deciding.
Does C3RT cover both the Databricks Spark and the NVIDIA AI Ops?
C3RT is building apps for both the Databricks Spark and the NVIDIA AI Ops. Both will be available on iOS and Mac.
The Databricks Certified Associate Developer for Apache Spark 3.0 (Databricks Spark) is administered by Databricks. The NVIDIA Certified Associate — AI in the Data Center: Industry Operations (NVIDIA AI Ops) is administered by NVIDIA. C3RT is not affiliated with either organisation. Certification names and trademarks are the property of their respective owners.
Explore Each Exam
Databricks Spark
Databricks Certified Associate Developer for Apache Spark 3.0
Databricks
Full Databricks Spark Guide →NVIDIA AI Ops
NVIDIA Certified Associate — AI in the Data Center: Industry Operations
NVIDIA
Full NVIDIA AI Ops Guide →