Udacity DSND capstone project on the Bertelsmann-Arvato challenge on customer segmentation report and supervised learning model.
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Nov 18, 2021 - HTML
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auc-roc-curve
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This project aims to study the influence factors of international students' mobility with the case of international students from B&R countries studying in China.
data-science
machine-learning
sql
random-forest
linear-regression
data-visualization
naive-bayes-classifier
decision-tree-classifier
kneighborsclassifier
partial-dependence-plot
push-pull
auc-roc-curve
permutation-importance
ice-plot
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Mar 1, 2024 - HTML
Analyze the data of INN Hotels to find which factors have a high influence on booking cancellations, build a predictive model that can predict which booking is going to be canceled in advance, and help in formulating profitable policies for cancellations and refunds
exploratory-data-analysis
logistic-regression
pruning
data-preprocessing
decision-tree
multicollinearity
auc-roc-curve
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Updated
Mar 10, 2024 - HTML
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