Free NVIDIA NCA-GENL Exam Dumps Questions & Answers

In the development of Trustworthy AI, what is the significance of 'Certification' as a principle?

• A.  It mandates that AI models comply with relevant laws and regulations specific to their deployment region and industry.
• B.  It requires AI systems to be developed with an ethical consideration for societal impacts.
• C.  It ensures that AI systems are transparent in their decision-making processes.
• D.  It involves verifying that AI models are fit for their intended purpose according to regional or industry- specific standards.

In Natural Language Processing, there are a group of steps in problem formulation collectively known as word representations (also word embeddings). Which of the following are Deep Learning models that can be used to produce these representations for NLP tasks? (Choose two.)

• A.  Word2vec
• B.  TensorRT
• C.  Kubernetes
• D.  BERT
• E.  WordNet

In the context of machine learning model deployment, how can Docker be utilized to enhance the process?

• A.  To provide a consistent environment for model training and inference.
• B.  To automatically generate features for machine learning models.
• C.  To reduce the computational resources needed for training models.
• D.  To directly increase the accuracy of machine learning models.

Which of the following contributes to the ability of RAPIDS to accelerate data processing? (Pick the 2 correct responses)

• A.  Using the GPU for parallel processing of data.
• B.  Subsampling datasets to provide rapid but approximate answers.
• C.  Enabling data processing to scale to multiple GPUs.
• D.  Providing more memory for data analysis.
• E.  Ensuring that CPUs are running at full clock speed.

What is 'chunking' in Retrieval-Augmented Generation (RAG)?

• A.  A method used in RAG to generate random text.
• B.  Rewrite blocks of text to fill a context window.
• C.  A technique used in RAG to split text into meaningful segments.
• D.  A concept in RAG that refers to the training of large language models.