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AI EXAM

Last updated about 2 years ago
50 questions
1

What does Al stand for?

1

Who is considered the father of AI?

1

Which of the following is NOT a characteristic of AI?

1

What is the primary goal of AI?

1

Which programming language is commonly used for AI development?

1

What is Machine Learning?

1

In supervised learning, what do we provide to the model during training? C)

1

Which algorithm is commonly used for classification in supervised learning?

1

What type of learning does a recommendation system use to suggest products or content?

1

What is the primary challenge in unsupervised learning?

1

What is a neural network?
  1. What is the term for training a deep learning model on multiple GPUs or distributed systems? A) Multi-threading B) Data augmentation C) Transfer learning D) Distributed training (Answer: D)
  2. What is the vanishing gradient problem in deep learning? A) When the gradients become too large and cause instability B) When the model converges too quickly C) When the gradients become too small during training D) When the learning rate is too high (Answer: C)

1

Which deep learning architecture is used for sequential data processing, such as natural language?

1

What is the purpose of an activation function in a neural network?

1

What is the term for training a deep learning model on multiple GPUs or distributed systems?

1

What is the vanishing gradient problem in deep learning?

1

What is the primary goal of Natural Language Processing (NLP)?

1

Which NLP technique is used to convert words into numerical vectors?

1

Which NLP application involves a computer generating human-like text?

1

What is the term for the process of breaking down a sentence into its grammatical components?

1

Which of the following is NOT a challenge in NLP?

1

Which AI technique is used to find the optimal solution for a problem by exploring all possible solutions?

1

What is the primary advantage of using ensemble learning methods like Random Forest? A)

1

In natural language processing, what is an N-gram?

1

Which AI technique is often used for making recommendations, such as suggesting products on an e-commerce website?

1

What does CNN stand for in the context of deep learning?

1

Which industry commonly uses AI for predictive maintenance of equipment and machinery?

1

What is the primary goal of AI-powered chatbots in customer service?

1

Which AI technique is used for detecting and preventing fraudulent activities in financial transactions?

1

What is the main benefit of using AI in healthcare diagnostics?

1

How can AI be applied in the field of autonomous vehicles?

1

What is AI bias?

1

What is the term for the unintended consequences that may arise from AI decision-making?

1

What is the "singularity" in the context of AI?

1

What is explainable AI (XAI) designed to address?

1

What are the ethical concerns associated with the use of AI in surveillance?

1

What is the term for AI systems that can improve their performance on a task without being explicitly programmed?

1

Which industry often uses AI-driven recommendation systems to personalize content for users?

1

What is the primary goal of AI in supply chain management?

1

How can AI be applied in the field of finance and trading?

1

Which AI technique is used to improve the accuracy of credit scoring models in the banking sector?

1

What is telemedicine, and how can AI enhance it?

1

Which AI application assists radiologists in detecting anomalies in medical images?

1

How can AI be used for drug discovery in the pharmaceutical industry?

1

What is the primary benefit of AI-powered robotic surgery?

1

In healthcare, what is the term for the process of predicting patient outcomes and identifying at-risk individuals?

1

  1. What is quantum computing, and how does it relate to AI?

1

How does AI contribute to the development of autonomous drones and vehicles?

1

What is the term for AI systems that can understand, interpret, and generate human-like text and speech?

1

What is the potential impact of AI on job markets?

1

How can AI be used to address environmental challenges, such as climate change?