DTF AI ML DL

• What is the primary goal of Artificial Intelligence (AI)?

• • Mimicking human behavior

• • Analyzing data patterns

• • Enhancing machine learning algorithms

• • Creating virtual worlds

• In which of the following scenarios is Machine Learning (ML) most commonly applied?

• • Rule-based decision systems

• • Learning from experience and data

• • Mimicking human intelligence

• • Creating virtual environments

• What distinguishes Deep Learning (DL) from traditional Machine Learning?

• • Relies on rule-based systems

• • Involves neural networks with many layers

• • Focuses on symbolic reasoning

• • Uses decision trees for classification

• Which of the following is a real-world example of an Artificial Intelligence (AI) application?

• • Image recognition in a facial recognition system

• • Credit scoring in a bank

• • Predictive text suggestions on a smartphone

• • Crop monitoring in agriculture

• What is a common application of Machine Learning (ML) in the finance industry?

• • Autonomous vehicles

• • Algorithmic trading

• • Natural language processing

• • Virtual personal assistants

• Where is Deep Learning (DL) commonly used for image recognition?

• • Predictive maintenance in manufacturing

• • Fraud detection in finance

• • Facial recognition systems

• • Chatbots in customer service

How is Machine Learning (ML) commonly applied in healthcare for predictive analytics?

• Analyzing user behavior on streaming platforms

• Predicting equipment failures in manufacturing

• Forecasting patient outcomes and identifying health risks

• Creating personalized content recommendations

How is Deep Learning (DL) different from Artificial Intelligence (AI) and Machine Learning (ML)?

• Uses rules for decision-making

• Tries to act like humans

• Works with deep neural networks

• Depends on symbolic reasoning