experimentation, and iterative development. The integration with various OCI services and support for popular machine learning frameworks further enhances the utility of Notebook sessions, making them a crucial tool in the data science workflow. What is the primary benefit of using the OCI Language service for text analysis?
data into distinct groups to improve targeted marketing efforts. You have demographic data (age, income, location) for each customer but no labels indicating any predefined customer segments. Your goal is to group customers based on similar characteristics. Which machine learning method would you use to achieve this goal?
Explanation: The most suitable feature for generating natural language responses and understanding user queries in a chatbot is OCI Generative AI Large Language Models (LLMs). These models are specifically designed for generating text based on user input and can effectively respond to queries in natural language. You are a data scientist at an organization looking to improve your content generation processes using Oracle Cloud Infrastructure's (OCI) AI services. The team is particularly interested in using generative AI models for creating textual content, such as marketing copy, blogs, and product descriptions. However, your stakeholders are concerned about the ethical and accuracy issues that might arise from using such models. Which of the following statements is correct about using Generative AI within OCI to address these needs?
Which of the following statements accurately describe the core principles and operation of Convolutional Neural Networks (CNNs) in Oracle Cloud Infrastructure’s AI offerings? (Select two)
You are using a Generative AI model based on a large language model (LLM) to build a customer service chatbot for your company. The model often returns overly verbose answers that are difficult for customers to understand. You want the responses to be short, clear, and specific to the user query. What would be the most effective way to improve the quality of responses using prompt engineering techniques?
LLMs predict the next word in a sequence based on patterns learned during training on large datasets. This predictive capability is key to their functionality and allows them to generate coherent text. In the context of using Long Short -Term Memory (LSTM) networks for time series prediction in Oracle Cloud Infrastructure's AI services, which of the following statements are correct? (Select two)
