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1. How does Machine Learning relate to Artificial Intelligence?
Machine Learning is a subset of AI that focuses on developing algorithms and models that allow computers to learn from data and improve their performance over time. It plays a crucial role in enabling AI systems to recognize patterns, make predictions, and adapt to new information.
2. What are the different types of Artificial Intelligence?
There are generally two types of AI: Narrow or Weak AI, which is designed to perform specific tasks, and General or Strong AI, which possesses human-level intelligence and can handle a wide range of tasks.
3. What are the applications of Artificial Intelligence?
AI has applications in various fields, including:
- • Natural Language Processing (NLP) for chatbots, language translation, and sentiment analysis.
- • Computer Vision for image recognition, object detection, and autonomous vehicles.
- • Machine Learning for predictive analytics, data mining, and pattern recognition.
- • Robotics for automation in industries such as manufacturing and healthcare.
- • AI-powered personal assistants, recommendation systems, and fraud detection, among others.
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