Final Project 522
Topic: Expedia Hotel Recommendations
Team Project.
University of North America
DATA522-Solving Big Data Problems – Data Analytics
Winter 2019
Anthony Estoya
Ziteng Wu
Srikanth Meesala
Objective
Create a personalized recommendations of hotels for every user for each destination.
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The Given data
destinations.csv
sample_submission.csv
test.csv
train.csv
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Tools
R Studio
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Data Analytics Concepts
Clustering
Data Relationship
Logistic Regression
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Steps of Doing the Analysis
Explore the train.csv data
Prepare the data
Selecting the Model
Prepare the Algorithm
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Explore the train.csv data
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Prepare the data
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Selecting the model
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Prepare the algorithm
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The Algorithm
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Test Result
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Conclusion
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