Ikhwanul Muslimin's repositories
play-store
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
scat-coated-spheres
This program, which was compiled using the MATLAB application, is a program that can calculate cross sections and perform multipol decomposition of the case of electromagnetic wave scattering in a system of coated spheres. This program was made as my undergraduate final project. The theory used to explain this scattering case is the Mie theory.
8-week-sql-challenge
#8WeekSQLChallenge by Danny Ma.
coursera-py4e
Kumpulan file tugas dari kursus Python for Everybody di Coursera.
covid-19-viz
Visualize the rise of COVID-19 cases globally with ggplot2.
cust-movie-rating
Creating a customer segmentation using k-means clustering based on genre film rating from customer and find the best k using Hubert index and D index.
dr-semmelweis
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
ecommerce-behaviour
Exploratory data analysis using big data (~14 GB data) about e-commerce activity and predict if user will buy the item using XGBoost with accuracy of 61%.
scat-single-sphere
Program ini, yang dibuat dalam bentuk Graphical User Interface (GUI), merupakan program untuk menghitung respons penampang-lintang dari kasus hamburan pada satu buah bola. Aplikasi yang digunakan untuk membuat program ini yaitu MATLAB.
linkedin-connection-visualization
Visualize my LinkedIn Connection using Plotly.
noble-prize-winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
predict-cc-approval
Automatic credit card approval predictor using hypertuned parameter Logistic Regression with accuracy of 85.4%
scala-language
Find the true Scala experts by exploring its development history in Git and GitHub.
student-grade-prediction
Predict the student grade using linear regression and K-Neighbors classifications with each of the accuracy > 90%
super-bowls
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
telco-churn-prediction
Increased the ROC AUC score by 2.14% of predicting the churn of users in telecommunication company using hypertuning parameter and feature engineering.