1. What is Artificial Intelligence (AI)?
2. What is Machine Learning?
3. What is Deep Learning?
4. What are Neural Networks?
5. What is Natural Language Processing (NLP)?
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1. What is Artificial Intelligence (AI)?
Answer: AI is the simulation of human intelligence in machines designed to perform tasks like learning, reasoning, and problem-solving.
2. What is Machine Learning?
Answer: Machine Learning (ML) is a subset of AI that enables machines to learn from data and improve their performance over time without being explicitly programmed.
3. What is Deep Learning?
Answer: Deep Learning is a type of ML that uses neural networks with many layers (deep neural networks) to analyze large amounts of data for complex tasks, such as image and speech recognition.
4. What are Neural Networks?
Answer: Neural Networks are algorithms modeled after the human brain, consisting of layers of nodes (artificial neurons) that process information and recognize patterns.
5. What is Natural Language Processing (NLP)?
Answer: NLP is a field of AI focused on the interaction between computers and human languages. It enables machines to understand, interpret, and generate human language.