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Oktavia Ramadhani's Projects

classification-on-iris-dataset-using-python icon classification-on-iris-dataset-using-python

The following is one of the materials I delivered to the Data Science Club in the Department of Statistics, PGRI Adi Buana University. I performed a classification on the Iris dataset using K-Nearest Neighbor.

classification-on-iris-dataset-using-r icon classification-on-iris-dataset-using-r

The following is one of the materials I delivered to the Data Science Club in the Department of Statistics, PGRI Adi Buana University. I performed a classification on the Iris dataset using K-Nearest Neighbor.

clustering-analysis-of-tourism-data icon clustering-analysis-of-tourism-data

The following is one of the assignments for the Statistical Machine Learning class that I took on the 7th semester. I was assigned to perform clustering analysis on the origin countries of international visitor in Indonesia based on average expenditure per visit and average length of stay using K-Means and Fuzzy C-Means.

implementing-etl icon implementing-etl

The following is an assignment for Workshop Jatim Camp # 5: Class 1 Introduction to Data Engineering. I was assigned to implementing Extract Transform Load (ETL).

market-basket-analysis icon market-basket-analysis

The following is one of the assignments for the Data Mining class that I took on the 6th semester. I was assigned to apply market basket analysis to online retail data.

praktikum-data-mining icon praktikum-data-mining

Here are the entire assignments and exams for the Data Mining class that I took on the 6th semester.

sanitation-survey-classification icon sanitation-survey-classification

The following is one of the assignments for the Data Mining class that I took on the 6th semester. I was assigned to classify sanitation data in Surabaya using Logistics Regression, Decision Tree, Naive Bayes, K-Nearest Neighbor, and Support Vector Machine.

survival-analysis-of-vets-dataset icon survival-analysis-of-vets-dataset

The following is one of the assignments for the Survival Analysis class that I took on the 6th semester. I was assigned to perform a distribution test for survival time, log rank test, form Kaplan-Meier curves, and determine the best parametric survival model.

text-mining-on-indonesian-names icon text-mining-on-indonesian-names

I obtained the Indonesian Names dataset from Kaggle. From the dataset, I'd like to know the majority of names used by Indonesian people based on the dataset, both overall and in terms of the gender.

time-series-regression-on-sales-data icon time-series-regression-on-sales-data

The following is part of my task during the internship. I was required to perform a time series analysis of the sales data of a product. I used the Time Series Regression method.

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