AI quiz questions
what is AI // क्या है ai //type of ai
Reinforcement learning- (RL)-What is RL in reinforcement?-introduction
Certainly! Here are the answers to the 50 AI quiz quiz
,,Machine Learning Basics: ,,
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What is the fundamental difference between supervised and unsupervised machine learning?
Answer: a) Supervised learning uses labeled data for training, while unsupervised learning uses unlabeled data.
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What type of machine learning task involves predicting a continuous value, such as the price of a house?
Answer: c) Regression
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In machine learning, what is the term for the process of evaluating a model’s performance on unseen data?
Answer: c) Testing
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What is the main objective of feature engineering in machine learning?
Answer: b) To create new features from existing data
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Which machine learning algorithm is used for classification tasks when the output variable has more than two classes?
Answer: c) Decision Trees
deep learning quiz
AI quiz questions
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What is the term for a deep learning model with many hidden layers?
Answer: b) Deep neural network
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In deep learning, what is backpropagation used for?
Answer: a) Training a neural network by adjusting weights and biases
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What is the primary application of Convolutional Neural Networks (CNNs)?
Answer: a) Image classification and object recognition
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What is the purpose of an activation function in a neural network?
Answer: c) To introduce non-linearity into the model
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What is the recurrent neural network (RNN) architecture mainly used for?
Answer: c) Sequential data and time series analysis
,,Natural Language Processing (NLP): ,,
AI quiz questions
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Which NLP task involves assigning a category label to a text document, such as classifying emails as spam or not spam?
Answer: c) Text Classification
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What is the process of reducing words to their base or root form in NLP called?
Answer: c) Lemmatization
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Which NLP technique focuses on determining the meaning of words and their relationships within sentences?
Answer: b) Word Embeddings
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What is a chatbot, and how does it relate to NLP?
Answer: c) A chatbot is an AI program that uses NLP to engage in conversations with users.
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Which NLP model, developed by OpenAI, is known for its ability to generate human-like text and has been used for various applications, including content generation?
Answer: b) GPT-3 (Generative Pre-trained Transformer 3)
,,Computer Vision: ,,
AI quiz questions
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What is the term for the process of identifying and locating objects within an image or video?
Answer: b) Object Detection
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What is the primary objective of image segmentation in computer vision?
Answer: b) To identify objects within an image and assign labels to individual pixels
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Which computer vision task involves recognizing faces within images or videos?
Answer: b) Facial Recognition
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What is the term for a deep learning technique used for image style transfer, where the style of one image is applied to another?
Answer: c) Neural Style Transfer
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What is the primary application of Optical Character Recognition (OCR) technology?
Answer: c) Converting printed or handwritten text into machine-readable text
,,AI in Robotics: ,,
AI quiz questions
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What is the primary goal of reinforcement learning in the context of robotics?
Answer: c) Training robots to make autonomous decisions through trial and error
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What is the role of sensors in robotic systems?
Answer: c) To collect data about the robot’s environment
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Which type of robot is designed to perform tasks in environments that are too hazardous or inaccessible for humans?
Answer: b) Service Robot
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What is the term for a robot’s ability to sense and adapt to its environment in real-time?
Answer: b) Perception
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Which famous humanoid robot was developed by Boston Dynamics and is known for its mobility and agility?
Answer: c) Atlas
,,AI Ethics and Social Implications: ,,
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What is algorithmic bias, and why is it a concern in AI applications?
Answer: b) Algorithmic bias refers to the tendency of AI algorithms to favor certain groups, potentially resulting in unfair or discriminatory outcomes.
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What is the concept of explainable AI (XAI)?
Answer: c) XAI is the practice of making AI algorithms transparent and understandable to humans.
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How can AI contribute to enhancing cybersecurity?
Answer: b) AI can identify vulnerabilities in computer networks and predict cyberattacks.
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What is the term for the potential future scenario where AI systems become superintelligent and act independently of human control?
Answer: b) Technological Singularity
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How can AI assist in addressing global challenges such as climate change and healthcare crises?
Answer: c) AI can analyze vast datasets to model and mitigate the impact of climate change, and it can accelerate drug discovery in healthcare.
,,AI in Healthcare: ,,
AI quiz questions
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What is the role of AI in medical imaging, such as X-rays and MRIs?
Answer: c) AI assists in diagnosing diseases and identifying abnormalities in medical images.
AI quiz questions
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How can AI contribute to drug discovery and development?
Answer: c) AI can analyze vast datasets to identify potential drug candidates and predict their effectiveness.
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What is telemedicine, and how does AI contribute to it?
Answer: b) Telemedicine is remote medical diagnosis and treatment, with AI helping in diagnosis and monitoring.
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How can AI assist in predicting disease outbreaks and monitoring the spread of infectious diseases?
Answer: c) AI can analyze data from various sources to provide early warnings of disease outbreaks and track their progression.
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What is the potential impact of AI on the role of healthcare professionals, such as doctors and nurses?
Answer: c) AI will augment the capabilities of healthcare professionals by assisting with diagnosis, treatment planning, and data analysis.
,,AI in Business and Finance: ,,
AI quiz questions
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How can AI improve customer service in businesses?
Answer: c) AI can improve response times and personalize customer interactions through chatbots and virtual assistants.
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What is predictive analytics, and how does AI play a role in it?
Answer: a) Predictive analytics involves analyzing past events to predict future outcomes, and AI algorithms enhance prediction accuracy.
AI quiz questions
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How can AI contribute to supply chain management for businesses?
Answer: b) AI can optimize inventory levels, predict demand, and improve logistics efficiency.
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What is the concept of “digital transformation” in the context of AI and business?
Answer: c) Digital transformation involves using AI and technology to reshape and improve business operations and customer experiences.
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How can AI contribute to fraud detection and prevention in financial institutions?
Answer: b) AI can analyze transaction data in real-time to identify suspicious activities and prevent fraud.
,,AI and the Future: ,,
AI quiz questions
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What is the potential impact of AI on the job market in the future?
Answer: b) AI will create new job opportunities and enhance existing ones.
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What are the potential ethical concerns related to AI’s role in autonomous weapons systems?
Answer: c) AI weapons can act without human intervention, raising concerns about accountability and ethical decision-making
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Reinforcement learning- (RL)-What is RL in reinforcement?-introduction
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