oktaviarmdhn
Statistics Graduate at Institut Teknologi Sepuluh Nopember | Data & Marketing Analytics Intern at Mekari
Surabaya, Indonesia
Pinned Repositories
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
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
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
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
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
Here are the entire assignments and exams for the Data Mining class that I took on the 6th semester.
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
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
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
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.
oktaviarmdhn's Repositories
oktaviarmdhn/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.
oktaviarmdhn/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.
oktaviarmdhn/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.
oktaviarmdhn/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.
oktaviarmdhn/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).
oktaviarmdhn/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.
oktaviarmdhn/Praktikum-Data-Mining
Here are the entire assignments and exams for the Data Mining class that I took on the 6th semester.
oktaviarmdhn/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.
oktaviarmdhn/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.
oktaviarmdhn/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.