Fundamentals of ML and AIFull notesSummaryRingkasanStoriesPracticeIntroduction7 exam-style questions on this lesson.Question 1 of 7Which statement correctly describes how AI, machine learning, deep learning, and generative AI relate to each other?AGenerative AI is a subset of deep learning, which is a subset of machine learning, which is a subset of AIBMachine learning is the broadest field, and AI is one kind of machine learningCGenerative AI is a subset of machine learning but not of deep learningDDeep learning and generative AI are separate fields that do not use machine learningCheck answerQuestion 2 of 7A bank wants a system that learns from past transactions to flag new card payments that are likely to be fraudulent. Which field does this describe most precisely?AGenerative AIBMachine learningCRule-based automationDRobotic process automationCheck answerQuestion 3 of 7A media company uses a service to detect objects and faces in its video archive. The service uses layered neural networks. Which field and AWS service match this use case?AReinforcement learning, with AWS DeepRacerBTraditional rule-based AI, with Amazon ComprehendCDeep learning, with Amazon RekognitionDGenerative AI, with Amazon TitanCheck answerQuestion 4 of 7What is the main difference between traditional machine learning and generative AI?ATraditional machine learning always uses neural networks, and generative AI never doesBGenerative AI can only produce textCTraditional machine learning needs data, and generative AI does notDTraditional machine learning analyzes and interprets existing data, and generative AI creates new contentCheck answerQuestion 5 of 7A company wants to use a foundation model for a new task without retraining it or fine-tuning it. Which statement about generative AI supports this?AGenerative AI can adapt models built with deep learning to new tasks without retraining or fine-tuningBGenerative AI requires newly labeled data for every new task it takes onCGenerative AI models must be retrained from scratch for each new taskDGenerative AI can only perform the single task it was originally trained forCheck answerQuestion 6 of 7. Select two.Which TWO models are designed mainly to generate text? (Select TWO.)AAmazon Titan text modelsBAmazon PollyCAnthropic ClaudeDAmazon RekognitionEStable DiffusionCheck answer0 of 2 selectedQuestion 7 of 7Which concern is specifically associated with the responsible use of generative AI?AHigher CPU clock speedsBBias and privacy in generated contentCLack of support for SQL databasesDSlower internet connectionsCheck answerLesson practiceExam-style questions for each lesson, each with an explanation and a tip for spotting the answer. Work through a course here, then test yourself across domains in the practice exam.Machine Learning Fundamentals11 exam-style questions on this lesson.