NO.18 You are working on a project for a healthcare organization that wants to develop a system to predict the severity of patients’ illnesses upon admission to a hospital. The goal is to classify patients into three categories – Low Risk, Moderate Risk, and High Risk – based on their medical history and vital signs. Which type of supervised learning algorithm is required in this scenario?

NO.19 What is the primary purpose of reinforcement learning?

NO.20 What feature of OCI Data Science provides an interactive coding environment for building and training models?

NO.21 Which AI domain can be employed for identifying patterns in images and extract relevant features?

NO.22 You are working on a multilingual public announcement system. Which AI task will you use to implement it?

NO.23 Which is NOT a category of pretrained foundational models available in the OCI Generative AI service?

NO.24 How do Large Language Models (LLMs) handle the trade-off between model size, data quality, data size and performance?

NO.25 What is the key feature of Recurrent Neural Networks (RNNs)?

NO.26 Which capability is supported by Oracle Cloud Infrastructure Language service?

NO.27 What are Convolutional Neural Networks (CNNs) primarily used for?

NO.28 Which algorithm is primarily used for adjusting the weights of connections between neurons during the training of an Artificial Neural Network (ANN)?

NO.29 Which type of machine learning is used to understand relationships within data and is not focused on making predictions or classifications?

NO.30 What would you use Oracle AI Vector Search for?

NO.31 What is the difference between classification and regression in Supervised Machine Learning?

NO.32 How is “Prompt Engineering” different from “Fine-tuning” in the context of Large Language Models (LLMs)?