Oracle Cloud Infrastructure AI Foundations Associate (1Z0-1122-23) Exam || All Questions & Answers (Graded A+)
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Oracle Cloud Infrastructure AI Foundations Associate (1Z0-1122-23) Exam || All Questions & Answers (Graded A+)
Oracle Cloud Infrastructure AI Foundations Associate (1Z0-1122-23) Exam || All Questions & Answers (Graded A+)
When preparing data for a Machine Learning model, what are typically co...
Oracle Cloud Infrastructure 2023-2024 AI
Foundations Associate (1Z0-1122-23)
Exam || All Questions & Answers
(Graded A+)
When preparing data for a Machine Learning model, what are typically considered as input features?
- Data that is irrelevant to the problem
- The target variable you want to predict
- Data collected after the model has made predictions
- Attributes that provide information for making predictions - ANSWER - Attributes that provide information for making predictions
What is the goal of prompt engineering in the context of Large Language Models?
- Automating of data preprocessing tasks
- Crafting of specific instructions or queries for the model
- Fine-tuning model hyperparameters
- Optimizing hardware infrastructure for model training - ANSWER - Crafting of specific instructions or queries for the model
Which component of feedforward neural network is responsible for processing input data and forwarding it through various layers to make predictions?
- Input Layer
- Bias Layer
- Hidden Layer
- Output Layer - ANSWER - Input Layer
An online bank wants to streamline the loan approval process. They have historical data
on past loan applicants, including information on applicants' credit score, annual income, employment status, and whether they repaid the loan or defaulted. Which machine learning algorithm can be used for this application?
- Supervised Machine learning for classification
- Supervised Machine Learning for regression analysis
- Unsupervised Machine Learning
- Reinforcement Machine Learning - ANSWER - Supervised Machine learning for classification
Which is NOT a part of Oracle Responsible AI guidelines?
- Developing policies and procedures
- Ensuring equality
- Setting up governance
- Ensuring compliance - ANSWER - Ensuring equality What is the primary capability of the OCI Language service?
- Perform speech analysis
- Extract text in images
- Process unstructured data and extract insights
- Change the font specification used in text - ANSWER - Process unstructured data and
extract insights
Which tasks uses Generative AI?
- Classification of objects
- Video generation
- Predicting Stock prices
- Face recognition - ANSWER - Video generation
Which deep learning architecture is well-suited for processing sequential data such as sentences?
- Convolutional Neural Network (CNN)
- Recurrent Neural Network (RNN)
- Variational AutoEncoder (VAE)
- Generative Adversarial Network (GAN) - ANSWER - Recurrent Neural Network (RNN)
Which AI domain can be used in the detection of fraudulent transactions?
- Learn by reward
- Natural Language Processing
- Anomaly Detection
- Image recognition - ANSWER - Anomaly Detection
What is the primary role of Graphics Processing Units (GPUs) in modern computing?
- Handling network communications
- Accelerating graphics rendering and parallel processing
- Providing power backup and uninterruptible power supply
- Managing storage devices - ANSWER - Accelerating graphics rendering and parallel processing
Which type of machine learning algorithm is used in predicting house prices?
- Unsupervised Learning
- Reinforcement Learning
- Supervised Classification
- Supervised Regression - ANSWER - Supervised Regression
Which AI domain is primarily associated with the task of detecting and recognizing faces
in images or videos?
- Speech
- Language
- Reinforcement learning
- Vision - ANSWER - Vision
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