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Rany Dwi Cahyaningtyas

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Multiple Linear Regression: Variable Transformations
Transforming variables to conform to LINE assumptions
EDA Dashboard: Powder Milk for Toddlers (2021, FMCG, Indonesia)
Accelerating Exploratory Data Analysis (EDA) on Powder Milk Product Segment for Toddlers in 2021 data from one of FMCG Company in Indonesia
Math Behind Logistics Regression
Logistic Regression: Understanding the Mathematical Foundations Welcome to the "Math Behind Logistic Regression" repository! This resource is designed to provide a comprehensive understanding of the mathematical concepts underlying logistic regression, a powerful and widely used algorithm in machine learning and statistics.
Scorecard Prediction
Hope it helps everyone who wants to understand the math behind scorecard!
EDA for Powder Milk Toddlers
Accelerating Exploratory Data Analysis (EDA) on Powder Milk Product Segment for Toddlers
R Markdown Themes Guide: Unleash Your Creativity with Captivating Document Styles
Welcome to the comprehensive R Markdown Themes Guide! In this guide, we will take you on an exciting exploration of the enchanting world of R Markdown themes. Whether you're a data scientist, a researcher, or a storytelling enthusiast, this guide is your ticket to transforming your ordinary documents into visually stunning masterpieces.
DSS- Factor Cluster Analysis
Social vulnerability factors are crucial in the midst of the COVID-19 pandemic. This is because the combination of social vulnerability factors can increase the risk of getting COVID-19. It is important to know which groups are at higher risk (vulnerable) and how quickly they recover from the effects of COVID-19, as this can increase awareness, prevent infection with COVID-19, and reduce mortality rates.
Survival Analysis pada Kasus Employee Attrition
Employee attrition is the reduction of staff due to termination, resignation, retirement, transfers, or death, closely tied to turnover intention. This project focuses on controllable factors such as overtime (yes or no), business travel (no, frequent, rare), and department (HR, R&D, Sales). Environmental satisfaction (low to very high) is also considered. We aim to analyze how these variables affect employee attrition. The insights will help in creating strategies to reduce turnover.
Analisis Kerentanan Sosial pada COVID-19 di Provinsi DKI Jakarta
The following project examines the Social Vulnerability levels of each sub-district in DKI Jakarta Province due to COVID-19. This is done using factor analysis and fuzzy c-means clustering.
Model Regresi pada Kasus Covid-19
Akan digunakan analisis regresi dalam mengetahui faktor-faktor yang mempengaruhi jumlah kasus positif Covid-19 per kecamatan di Provinsi DKI Jakarta. Hasil analisis yang kami lakukan dapat menjadi acuan dan perhatian untuk masyarakat luas, dan diharapkan angka pertumbuhan kasus positif Covid-19 di wilayah DKI Jakarta dapat diminimalisir.
Youtube Trending Video Analysis
Dashboard Interactive Plot Class Sparta Night Online
Inclass Interactive Plotting
Berikut merupakan salah satu materi interactive plotting