Exam Comparison
Databricks Spark vs NVIDIA GenAI LLMs Pro
Comparing the Databricks Certified Associate Developer for Apache Spark 3.0 and the NVIDIA Certified Professional — 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 Pro: At a Glance
| Detail | Databricks Spark | NVIDIA GenAI LLMs Pro |
|---|---|---|
| Full Name | Databricks Certified Associate Developer for Apache Spark 3.0 | NVIDIA Certified Professional — 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 Pro Domains
- Advanced LLM Architecture — MoE, RLHF, Constitutional AI
- Fine-Tuning Strategies — LoRA, QLoRA, PEFT, Instruction Tuning
- Retrieval-Augmented Generation (RAG) Design and Evaluation
- LLM Safety, Alignment, and Red-Teaming
- Quantization, Pruning, and Model Optimization for Production
- LLM Serving at Scale — NVIDIA Triton and TensorRT-LLM
- Agents, Tool Use, and Agentic Workflows
- Enterprise LLM Governance and Compliance
Frequently Asked Questions
What is the difference between Databricks Spark and NVIDIA GenAI LLMs Pro?
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 Pro (NVIDIA Certified Professional — 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 Pro?
Yes, the Databricks Spark and NVIDIA GenAI LLMs Pro 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 Pro?
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 Pro 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 Pro?
C3RT is building apps for both the Databricks Spark and the NVIDIA GenAI LLMs Pro. 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 Professional — Generative AI LLMs (NVIDIA GenAI LLMs Pro) 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 Pro
NVIDIA Certified Professional — Generative AI LLMs
NVIDIA
Full NVIDIA GenAI LLMs Pro Guide →