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NVIDIA-Certified Professional: Generative AI LLMs

Name: NVIDIA-Certified Professional: Generative AI LLMs 模擬試験
Brand: Preporato
Price: 19.99 USD
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NCP-GENL

Pass your certification on the first attempt with exam-realistic practice tests and detailed explanations

420+

Questions

練習テスト

Hands-on labs

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Practice

Exam-realistic practice tests

Practice exam · NCP-GENLQ 1 / 65

Which NVIDIA component serves LLM inference with in-flight batching?

NVIDIA cuDNN

Triton Inference Server

NCCL

TensorBoard

7 tests · 420+ questions

Hands-on

Labs· 22

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7 full-length practice tests
420+ exam-style questions
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22 hands-on labs for NCP-GENL + 31 more AI/ML labs
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NVIDIA-Certified Professional: Generative AI LLMs

What's included

Exam-realistic practice tests

Labs· 22

Deploy & Serve LLMs in Production (Jupyter)

Fine-Tune an LLM with LoRA and QLoRA (Jupyter)

CUDA Programming Fundamentals

Quantize & Optimize LLMs with bitsandbytes

Profile PyTorch Training with the Built-in Profiler

Advanced RAG: Hybrid Search + Cross-Encoder Reranking

Continued Pre-Training: Adapt a Pretrained LM to a New Domain

NVIDIA DALI: GPU-Accelerated Data Pipelines

Data Preparation for LLM Training

RLHF & DPO Alignment

Evaluation & Benchmarking LLMs

Inference Serving Patterns: Dynamic Batching, Throughput, and the Triton Mental Model

Nsight Systems Profiling: Finding the Bottleneck That Costs You 40% of Your GPU

Batch Size & Precision Sweep: Finding Your Sweet Spot

Retrieval-Augmented Generation (RAG) Pipeline with Local Models

Reproducible Training: The Flags, The Cost, The Artifacts

Fine-Tune Stable Diffusion with LoRA: Custom Text-to-Image

Synthetic Data Generation for Model Training

Train a Small Language Model from Scratch

Build a Transformer from Scratch: Attention, Masking & LayerNorm

vLLM Production Serving: PagedAttention, Continuous Batching, Prefix Caching

Build NeMo Guardrails for an AI Agent: Jailbreak & Topical Rails

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