Raghad Alotaibi
This portfolio showcases the data science projects I've recently completed by using machine learning algorithms to various business and real-world problems through computer programming languages including Python and R.
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Data Science Portfolio
Projects
Click on the project titles below to view more details.
Predictive Modeling
Prediction of Bank Customer Response to a Personal Loan Campaign
Programming language: R (dataPreparation, ggplot2, caret, imbalance), Python (Pandas, sklearn)
Employees’ Attrition Prediction Model - team project
Programming language: Python
The Aspects of Successful Crowdfunding Projects
Programming language: Python (pandas, matplotlib, plotly, sklearn)
Natural Language Processing (NLP)
Programming language: Python (nltk, sklearn, sqlite3, flask)
Recommendation Engine
Article Recommendations with IBM
Programming language: Pyhon
Data Mining
Identifying Factors Involved in Road Accident Using Data Mining Techniques - team project
Programming language: Python (pandas_profiling, sklearn, imblearn),
R (arules, seas)
Data Visualization
Contributions of the Small and Medium-Sized Enterprises in the United States
Programming language: Python (Plotly, Pandas, numpy, scipy)
Click here to view the interactive charts and source code
