Data Science

Data Science

Making Twitter Cool Again

We will assign tweets, fetched using the Twitter API, to topics/categories without training data. Using a Latent Dirichlet Allocation (LDA) topic model and R!

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Data Science

Predicting House Prices

We will try to predict the sale price of houses in King County, USA using a decision tree model. Later, we will improve our predictions using Gradient Boosted trees. Using R!

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Data Science

Diagnosing Breast Cancer from Image Data

Let's find out if a breast lump is benign or malignant with a dataset containing features of digitized biopsy images. We will train K-means clustering model to classify the type of tumor. All this using R!

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