Publications by Yohana
LBB P4DS - PS
1 Background 1.1 Objective This project is created as an extra task for Algoritma’s Student for portofolio. In this task, I’ll use retail.csv dataset. 1.2 Description retail.csv will show a dataset of a retail company, which run business in Furniture, Office Suplies and Technology Category and has different Segment of customer such as Consu...
10651 sym R (11996 sym/59 pcs) 9 img
Scotty: There is no driver!
Introduction About the Project This project is created as a capstone of Machine Learning for Algoritma’s Student. This time, I’ll use a set of data to analyze the classification of Scotty Scotty? What’s that? Scotty is a ride-sharing business that operating in several big cities in Turkey. It was established in May 2017 with the mission o...
14167 sym R (25448 sym/80 pcs) 12 img
Spotify Track's Popularity Clustering
Spotify Track’s Popularity Clustering Yohana 16 August 2020 Hi, welcome to my Learning by Building for Unsupervised Learning. In this project, I will try clustering spotify track’s popularity. The data set is downloaded from kaggle.com Load Library Here are the library I will use in this LBB library(tidyverse) library(glue) library(factoe...
5450 sym R (12598 sym/30 pcs) 10 img
YouTube Flexdashboard
YouTube Dashboard 01 August 2020 Column {data-width = 60%} Learning By Building for Data Visualization Hi, welcome to my LBB for Data Visualization Page!This project is created as an extra task for Algoritma’s Student for portofolio. In this task, I’ll try to visualize about YouTube Trending Videos which the I found from kaggle...
1050 sym 2 img
Movie Recommendation for DCD
Movie Recommendation based on User’s Most Watched Yohana 28 August 2020 Movie Recommendation Background Movies are now part of some people’s life. Not only the latest one, but also the oldest. Even now there are so many movies applications or website, some are need monthly subscription, some just free which usually banned by the local gover...
3615 sym R (20281 sym/20 pcs) 4 img
Predicting Chance of Master Program Acceptance using Regression Model
Predicting Chance of Master Program Acceptance using Regression Model Yohana 02 August 2020 Hi, welcome to my Learning by Building for Regression Model. In this project, I will try to analyze about prediction of Graduate Admissions to applying for Master Program. I found the dataset from kaggle.com 1 Load Library Here are the library I will use...
4298 sym R (9468 sym/40 pcs) 4 img
Heart Disease Prediction with Logistic Regression and K-Nearest Neighbor
Heart Disease Prediction with Logistic Regression and K-Nearest Neighbor Yohana 08 August 2020 Hi, welcome to my Learning by Building for Classification. In this project, I will try to analyze about Heart Disease. I found the dataset from kaggle.com 1 Load Library Here are the library I will use in this LBB library(tidyverse) library(gtools) ...
4986 sym R (17181 sym/42 pcs) 2 img