NCA-GENL - NCA - Generative AI LLMs

Exam Code: NCA-GENL

The NVIDIA Certified Associate – Generative AI and LLMs (NCA-GENL) certification is an entry-level credential designed to validate foundational skills in developing, integrating, and maintaining AI-driven applications using generative AI and large language models (LLMs) with NVIDIA solutions. ?

Exam Overview

• Duration: 60 minutes
• Format: 50–60 multiple-choice questions
• Cost: $125 USD
• Language: English
• Delivery: Online, remotely proctored
• Validity: 2 years
• Prerequisites: Basic understanding of generative AI and LLMs
• Credential: Digital badge and optional certificate upon passing?

Exam Content Breakdown

The exam assesses knowledge in the following areas:

• Core Machine Learning and AI Knowledge: 30%
• Software Development: 24%
• Experimentation: 22%
• Data Analysis and Visualization: 14%
• Trustworthy AI: 10%?

Key topics include:

• Fundamentals of machine learning and neural networks
• Prompt engineering and alignment
• Data preprocessing and feature engineering
• Experiment design and analysis
• Python libraries for LLMs
• LLM integration and deployment?

Target Audience

This certification is ideal for:

• AI DevOps engineers
• Applied data scientists and researchers
• Machine learning engineers
• Software engineers
• Solutions architects
• Generative AI specialists
• LLM specialists and researchers?

Recommended Preparation Resources

NVIDIA Official Training:

• Getting Started With Deep Learning: Self-paced, 8 hours, $90
• Fundamentals of Deep Learning: Instructor-led, 8 hours, $500
• Building LLM Applications with Prompt Engineering: Self-paced, 8 hours, $90
• Rapid Application Development With Large Language Models (LLMs): Self-paced, 8 hours.

Study Tips

• Understand the Exam Blueprint: Familiarize yourself with the weightage of each topic to prioritize your study plan.
• Hands-On Practice: Engage in practical projects to apply theoretical knowledge.
• Utilize Official Resources: Leverage NVIDIA's official courses and study guides.
• Practice Tests: Regularly take practice exams to assess your readiness and identify areas for improvement.
• Join Study Groups: Collaborate with peers to share knowledge and resources.?