Which of the following is not a domain of AI?a)Data Scienceb)Computer ...
Explanation:
- Data Science: Data science is a domain of AI that involves the extraction, analysis, and interpretation of large sets of data to gain insights and make informed decisions.
- Computer Vision: Computer vision is a domain of AI that focuses on enabling computers to understand and interpret visual information from images or videos.
- Natural Language Processing: Natural language processing is a domain of AI that deals with the interaction between computers and human language, including speech recognition, natural language understanding, and natural language generation.
- Neural Network: Neural networks are an integral part of AI and machine learning. They are algorithms inspired by the structure and function of the human brain, used for pattern recognition and learning from data.
Since all the given options - Data Science, Computer Vision, Natural Language Processing, and Neural Network - are domains of AI, the correct answer is option D: Neural Network.
Which of the following is not a domain of AI?a)Data Scienceb)Computer ...
Introduction
Artificial Intelligence (AI) is a vast field that encompasses various domains and technologies. It involves the development of intelligent systems that can perform tasks that would typically require human intelligence. These tasks include problem-solving, decision-making, speech recognition, and more.
Domains of AI
There are several domains within the field of AI, each focusing on different aspects of intelligent systems. These domains include:
1. Data Science:
Data science involves the collection, analysis, and interpretation of large amounts of data to extract meaningful insights and patterns. It utilizes AI techniques such as machine learning and statistical modeling to make predictions and drive decision-making.
2. Computer Vision:
Computer vision refers to the ability of computers to understand and interpret visual information from images or videos. It involves tasks such as object recognition, image classification, and image segmentation. Computer vision is used in various applications like self-driving cars, facial recognition systems, and medical imaging.
3. Natural Language Processing:
Natural Language Processing (NLP) focuses on the interaction between computers and human language. It involves tasks such as speech recognition, language translation, sentiment analysis, and text generation. NLP enables computers to understand and generate human language, making it useful in chatbots, virtual assistants, and language translation applications.
Not a domain of AI: Neural Networks
4. Neural Networks:
Neural networks, also known as artificial neural networks, are a subset of machine learning algorithms inspired by the structure and functioning of the human brain. They consist of interconnected nodes called artificial neurons, which process and transmit information. Neural networks are a key component of AI systems, but they are not considered a separate domain of AI. Instead, they are a tool or technique used within various domains of AI, such as data science, computer vision, and natural language processing.
Neural networks are particularly effective in tasks such as image recognition, speech recognition, and natural language understanding. They have revolutionized AI by enabling machines to learn from data and make intelligent decisions.
Conclusion
In conclusion, while data science, computer vision, and natural language processing are all domains within the field of AI, neural networks are not considered a separate domain. Instead, neural networks are a technique utilized within various domains to achieve intelligent behavior.
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