What does "fine-tuning" refer to in the context of OCI Generative AI service?
Neural synthesis: Using deep neural networks to learn the mapping between text and speech features and produce high -quality speech signals. Expressive synthesis: Adding emotions or styles to the speech output to make it more natural and engaging. Reference: Text-to-Speech AI: Lifelike Speech Synthesis | Google Cloud, Text-to-speech synthesis – Wikipedia Which Oracle Cloud Infrastructure (OCI) AI Service would be the most appropriate to implement if you need to analyze the content of business contracts to extract key information like dates, names, and monetary values?
Cloud Infrastructure (OCI) AI services for automating customer service tasks?
the training dataset. Explanation: Fine-tuning on the full dataset while using techniques like regularization, early stopping, and validation sets helps ensure that the model generalizes well to unseen legal documents without overfitting to the training data. What is the primary characteristic that differentiates generative AI models, such as those offered by Oracle Cloud Infrastructure (OCI), from traditional discriminative models?
Explanation: A key advantage of using Transformer models for language processing is their attention mechanisms, which weigh the importance of all words in a sequence. This allows Transformers to effectively capture long-range dependencies, improving their ability to generate human -like responses in applications like customer service chatbots. Which of the following statements correctly describe machine learning model types used in Oracle Cloud Infrastructure's AI Foundations? (Select three)
The OCI Vision service is the best choice for developing a medical imaging application that requires large -scale image classification and compliance with healthcare data privacy regulations. It allows for the use of pre -trained models while offering the flexibility to deploy custom models, all within the same geographical region and without the need to manage underlying infrastructure. Which of the following is a primary benefit of using Oracle Cloud Infrastructure (OCI) for AI development and deployment?
