AWS AIF-C01

AI and ML Fundamentals

12 of 60 questions in the app

Basic AI concepts

  1. How do artificial intelligence, machine learning and deep learning relate to each other? Easy
  2. What distinguishes machine learning from traditional programming? Easy
  3. What does an artificial neural network consist of? Easy
  4. Which task belongs to computer vision? Easy
  5. What does NLP stand for in the AI field? Easy
  6. What is the difference between an algorithm and a model in machine learning? Easy
  7. What does inference mean for an ML model? Easy
  8. What does bias in an AI model mean in the sense of responsible AI? Easy

Types of inference

  1. A service must analyse large video files, a single request takes up to 30 minutes, and requests arrive irregularly. Which Amazon SageMaker AI inference option fits best? Medium
  2. Which properties does Amazon SageMaker AI serverless inference have? Medium

Types of inference

  1. An insurer offers an internal review tool that is used only a few times a day. Each request is small, an answer after one or two seconds is fine, and costs should be minimal. Which option is most suitable? Hard
  2. Which requirements favour asynchronous over real-time inference? Hard

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