Overview

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 OverviewDuration: 60 minutesFormat: 50-60 multiple-choice questionsCost: $125 USDLanguage: EnglishDelivery: Online, remotely proctoredValidity: 2 yearsPrerequisites: Basic understanding of generative AI and LLMsCredential: Digital badge and optional certificate upon passing​Exam Content BreakdownThe 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 networksPrompt engineering and alignmentData preprocessing and feature engineeringExperiment design and analysisPython libraries for LLMsLLM integration and deployment​Target AudienceThis certification is ideal for:AI DevOps engineersApplied data scientists and researchersMachine learning engineersSoftware engineersSolutions architectsGenerative AI specialistsLLM specialists and researchers​Study TipsUnderstand 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.​

Skills

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