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What is the difference between AI and human intelligence?
1. What is the difference between AI and human intelligence? Answer: AI mimics specific aspects of human intelligence but lacks consciousness, emotions, and general common sense that humans possess. 2. What are supervised and unsupervised learning? Answer: Supervised learning: AI learns from labeledRead more
1. What is the difference between AI and human intelligence?
Answer: AI mimics specific aspects of human intelligence but lacks consciousness, emotions, and general common sense that humans possess.
2. What are supervised and unsupervised learning?
Answer:
3. What is a decision tree in AI?
Answer: A decision tree is a flowchart-like structure used in decision-making and prediction, where each node represents a decision and each branch represents possible outcomes.
4. What is overfitting in machine learning?
Answer: Overfitting occurs when a model learns the noise or random fluctuations in the training data, rather than the underlying trend, leading to poor generalization to new data.
5. What is underfitting in machine learning?
Answer: Underfitting happens when a model is too simple and cannot capture the underlying trends in the data, resulting in poor performance both on training and testing data.
See lessWhat is the difference between narrow AI and general AI?
1. What is the difference between narrow AI and general AI? Answer: Narrow AI (or Weak AI) is specialized in specific tasks, while General AI (AGI) can perform any intellectual task that a human can do. 2. What are the benefits of AI in business? Answer: AI improves efficiency, automates repetitiveRead more
1. What is the difference between narrow AI and general AI?
Answer: Narrow AI (or Weak AI) is specialized in specific tasks, while General AI (AGI) can perform any intellectual task that a human can do.
2. What are the benefits of AI in business?
Answer: AI improves efficiency, automates repetitive tasks, enhances decision-making, personalizes customer experiences, and provides data-driven insights.
3. What is an AI chatbot?
Answer: An AI chatbot is a computer program designed to simulate human conversation using natural language processing, often used in customer service or support.
4. What are AI-driven recommendation systems?
Answer: AI-driven recommendation systems analyze user data and behavior to suggest products, services, or content tailored to an individual’s preferences (e.g., Netflix, Amazon).
5. What is a generative adversarial network (GAN)?
Answer: GANs are a type of deep learning model composed of two networks (a generator and a discriminator) that compete against each other to create realistic data, often used in image generation.
See lessWhat is the significance of explainable AI (XAI)?
1. What is the significance of explainable AI (XAI)? Answer: XAI aims to make AI decisions transparent and understandable to humans, ensuring trust, accountability, and fairness in the system's output. 2. What is the difference between AI and automation? Answer: AI involves machines performing tasksRead more
1. What is the significance of explainable AI (XAI)?
Answer: XAI aims to make AI decisions transparent and understandable to humans, ensuring trust, accountability, and fairness in the system’s output.
2. What is the difference between AI and automation?
Answer: AI involves machines performing tasks that require intelligence, while automation refers to the use of technology to perform repetitive tasks without human intervention, which may or may not involve AI.
3. What are the limitations of AI?
Answer: AI has limitations, such as a lack of common sense, difficulties in understanding context, reliance on large datasets, and potential ethical and bias issues.
4. What is AI-powered image recognition?
Answer: AI-powered image recognition uses deep learning algorithms to analyze and classify images based on their contents, commonly used in applications like facial recognition.
5. How can AI impact the job market?
Answer: AI may lead to job displacement in certain sectors due to automation, but it could also create new jobs, especially in AI development, data science, and technology-related fields.
See lessWhat is data preprocessing in AI?
1. What is data preprocessing in AI? Answer: Data preprocessing involves cleaning, transforming, and organising raw data into a format suitable for training AI models, improving their accuracy. 2. What is the role of AI in the financial sector? Answer: AI is used for fraud detection, algorithmic traRead more
1. What is data preprocessing in AI?
Answer: Data preprocessing involves cleaning, transforming, and organising raw data into a format suitable for training AI models, improving their accuracy.
2. What is the role of AI in the financial sector?
Answer: AI is used for fraud detection, algorithmic trading, customer service automation, credit scoring, and personalized financial advice.
3. What is the difference between symbolic AI and connectionist AI?
Answer: Symbolic AI focuses on logical reasoning and rule-based systems, while connectionist AI (like neural networks) simulates brain-like processing using interconnected nodes.
4. What is a chatbot framework?
Answer: A chatbot framework is a structured environment for developing and deploying chatbots, typically including pre-built tools, APIs, and integrations for natural language processing.
5. What is AI in supply chain management?
Answer: AI is used in supply chain management to optimize logistics, forecast demand, improve inventory management, and automate processes.
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