Machine Learning

Designing a machine learning algorithm
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A machine learning algorithm is being designed to automatically generate new images of faces that look realistic.

Find the Mean of a List of Numbers
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Design a function to find the mean of a list of numbers.

Predicting US House Prices
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The given dataset contains information on house prices in a US city. The task is to use this data to predict the price of a house given its features.

Predicting House Prices with Linear Regression
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To predict the price of a house, we can use linear regression to learn the relationship between house size and price. Then, to predict the price of a new house, we can simply plug in the size of the house into the trained model.

Clustering customer reviews
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This problem involves clustering customer reviews in order to group together similar reviews and distinguish different groups of reviews. This can be done using unsupervised learning methods such as k-means clust ering.