Final Project 522

DATA522-WINTER-2019-Presentation.pptx

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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