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BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024., Exams of Nursing

A set of multiple-choice questions and answers related to machine learning and artificial intelligence. It covers topics such as algorithms, neural networks, content-based and collaborative-based approaches, and spoken dialogue systems. The document also discusses the limitations and benefits of different AI approaches and their applications in business. The questions and answers can be used as study notes or exam preparation material for students interested in AI and machine learning.

Typology: Exams

2023/2024

Available from 10/09/2023

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Download BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. and more Exams Nursing in PDF only on Docsity! BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. Algorithms that allow computers to learn from examples without being programmed refers to: a. Artificial intelligence b. Neutral networks c. Deep learning d. Machine Learning-Answer d. Machine learning An AI that self-improves through machine learning, based upon experience is: a. Narrow AI b. Strong AI c. Weak AI d. Broad AI-Answer b. Strong AI Deep Learning: a. Uses a few thousand data points b. Learns to interpret data c. Learns to predict data BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. d. Is directed by a user-Answer b. Learns to interpret data For business, the best AI approach is to use... a. A rational agent b. Complex algorithms c. A circuit model of the brain d. Predictive analytics-Answer a. A rational agent If a firm decides to create AI-powered products in a product mix, which of the following strategic alternatives have they selected? a. Current infrastructure, current business model b. New technology, new business model c. New products, current business model d. Current infrastructure, new business model-Answer c. New products, current business model Knowledge is: BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. a. You should be able to interact with a computer not knowing a computer is on the other end b. AI should think like a human c. Your interaction with a computer should be a unique experience d. Computers should act rationally-Answer a. You should be able to interact with a computer not knowing a computer is on the other end Which of the following are early business applications of AI: a. Deliberate decisions in a slow moving environment b. Driverless cars c. Tasks that are difficult to process due to excessive or complex data d. Tasks that are similar to the capabilities of humans-Answer c. Tasks that are difficult to process due to excessive or complex data Which of the following explains the AI productivity paradox: a. Implementation Lags b. The spillover effects have been minor c. A clear sense of what AI can do BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. d. No companies have seen gains due to AI-Answer a. Implementation Lags Which of the following is true? a. Humans always act rationally b. The right thing for a system to do is that which is expected to maximize goal achievement c. All intelligent behavior is mediated by logical achievement d. There is one right action for any given set of circumstances-Answer b. The right thing for a system to do is that which is expected to maximize goal achievement A neural network: a. Matches an existing model against new data b. Uses a model defined by the user c. Should only be used in limited circumstances d. Alters the states, weights, and paths in a network to determine the best fit for the data-Answer d. Alters the states, weights, and paths in a network to determine the best fit for the data BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. All the following factors influence a model in machine learning except: a. Missing feature values b. Uneven availability of instances c. A small number of features d. Few instances for a complex classification task-Answer c. A small number of features Classification is: a. Using unsupervised learning on continuous data b. Using unsupervised learning on discrete data c. Using supervised learning on continuous data d. Using supervised learning on discrete data-Answer d. Using supervised learning on discrete data If a data scientist tries different methods to find the best approach to the underlying data, what would this be termed: a. Neural Network b. Ensemble Learning BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. c. The deli cannot process your credit card during your lunch break d. The model is too simple to capture the underlying data-Answer a. The training and testing data are coming from the same source The objective of machine learning is: a. To get rules from existing data b. To use algorithms from the data and past experience c. To extract knowledge from data d. To use a neural network to uncover hidden patterns in data-Answer b. To use algorithms from the data and past experience A recommendation agent can be relevant to information architecture for all of the following reasons except: a. It increases the findability of information b. It reduces search effort c. It allows organizational systems to remain the same d. It enhances browsing-Answer c. It allows organizational systems to remain the same BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. A variation of a recommendation agent that combines similar items into a recommendation list is known as: a. Knowledge based recommendation agent b. Cluster model c. Item to user similarity d. Item to item similarity-Answer d. Item to item similarity All of the following are limitations of the collaborative based approach except: a. The new user problem b. The sparsity problem c. Poor scalability d. The new item problem-Answer b. The sparsity problem All of the following are limitations of the content based approach except: a. The new item problem b. The new user problem BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. c. Training of the classifier network d. Poor scalability-Answer a. The new item problem Content based approaches use what space to represent the relationship between the user and the item: a. Euclidean distance b. User-item space c. Vector space d. User-object space-Answer c. Vector space If you decide that you want to use the ratings that your users provide to create a recommendation agent, you are using: a. Collaborative based approach b. Content based approach c. Keyword based approach d. Hybrid approach-Answer a. Collaborative based approach BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. Example of Acting Rationally AI:-Answer Rational Agent "Knows one thing and improves itself":-Answer Strong & Narrow (Spotify or Netflix) "Knows many things and improves":-Answer Strong & Broad (Cortana or Google Deepmind) "Knows one or a few limited things":-Answer Weak & Narrow (Roomba) "Knows many things":-Answer Weak & Broad (Siri) To interact with our environment, we need a way to describe it and draw conclusions from that description:-Answer Knowledge Representation and Reasoning This part of the spoken dialogue system convert the audio wave into a sequence of feature vectors:-Answer Signal Processing BADM 7402 Exam 1 Questions with Multiple Choices & Correctly Solved 2023\2024. This part of the spoken dialogue system decode the sequence of feature vectors into a sequence of words:-Answer Speech Recognition This part of the spoken dialogue system determine the meaning of the words:- Answer Semantic Interpretation This part of the spoken dialogue system understand what the user intends by interpreting utterances in context:-Answer Discourse Interpretation This part of the spoken dialogue system determine system goals in response to user utterances based on intention:-Answer Dialogue Management This part of the spoken dialogue system generate synthetic speech as a response:- Answer Speech Synthesis