Exam Comparison
Databricks Spark vs NVIDIA GenAI LLMs
Comparing the Databricks Certified Associate Developer for Apache Spark 3.0 and the NVIDIA Certified Associate — Generative AI LLMs. Both fall under IT Certifications. Both are covered by the AI & Data Cert Exam Prep: NVIDIA, Databricks & Snowflake app.
Databricks Spark vs NVIDIA GenAI LLMs: At a Glance
| Detail | Databricks Spark | NVIDIA GenAI LLMs |
|---|---|---|
| Full Name | Databricks Certified Associate Developer for Apache Spark 3.0 | NVIDIA Certified Associate — Generative AI LLMs |
| 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 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 GenAI LLMs Domains
- Generative AI and Large Language Model Fundamentals
- Transformer Architecture and Attention Mechanisms
- Prompt Engineering — zero-shot, few-shot, chain-of-thought
- LLM Evaluation Metrics and Benchmarking
- NVIDIA NIM Inference Microservices and Deployment
- Responsible AI, Bias, and Safety for LLMs
- LLM Applications and Use Cases
Frequently Asked Questions
What is the difference between Databricks Spark and NVIDIA GenAI LLMs?
The Databricks Spark (Databricks Certified Associate Developer for Apache Spark 3.0) is administered by Databricks and consists of 60 questions. The NVIDIA GenAI LLMs (NVIDIA Certified Associate — Generative AI LLMs) is administered by NVIDIA and consists of 50 questions. Both are IT Certifications credentials.
Can I take both the Databricks Spark and the NVIDIA GenAI LLMs?
Yes, the Databricks Spark and NVIDIA GenAI LLMs 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 GenAI LLMs?
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 GenAI LLMs 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 GenAI LLMs?
C3RT is building apps for both the Databricks Spark and the NVIDIA GenAI LLMs. 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 — Generative AI LLMs (NVIDIA GenAI LLMs) 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 GenAI LLMs
NVIDIA Certified Associate — Generative AI LLMs
NVIDIA
Full NVIDIA GenAI LLMs Guide →