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Add to cartWhat is machine learning?
Machine learning is a subset of artificial intelligence that involves the use of algorithms and statistical models to enable computers to improve their performance on a specific task through experience or data.
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What are the types of machine learning?
The main types are supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning.
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What is supervised learning?
Supervised learning is a type of machine learning where the model is trained on labeled data, meaning that each training example is paired with an output label.
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What is unsupervised learning?
Unsupervised learning is a type of machine learning where the model is trained on unlabeled data and must find patterns and relationships within the data.
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What is reinforcement learning?
Reinforcement learning is a type of machine learning where an agent learns to make decisions by taking actions in an environment to maximize some notion of cumulative reward.
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What is a neural network?
A neural network is a series of algorithms that attempt to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates.
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What is a decision tree?
A decision tree is a model used for classification and regression that splits the data into subsets based on the value of input features, creating a tree-like structure of decisions.
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What is overfitting?
Overfitting occurs when a machine learning model performs well on the training data but poorly on new, unseen data because it has learned the noise and details of the training data too well.
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Create quizThis set of 64 questions and answers is designed to test and expand your knowledge of machine learning. Each question is labeled sequentially from Q1 to Q64, followed by its corresponding answer. These questions cover a wide range of topics within the field, making it a comprehensive resource for learners at various levels.
64 questions
English
06-25-2024
studied at London South Bank University currently living in United states of America.