ISS 5066-0

Brief

This course introduces programming for business analytics using R and aims to cover a wide array of topics that are needed to utilize analytical tools to solve business problems. As an introductory course for business analytics, students will spend a substantial amount of time learning how to conduct exploratory data analysis by visualizing and examining data to detect interesting (model-free) patterns. Throughout the course, we will discuss topics that are related to visualization, desc<x>riptive statistics, basic inferential statistics (confidence intervals and hypothesis testing), and regression analysis. Students will also learn 1) how to navigate the R ecosystem (i.e., RStudio, CRAN, R Markdown), 2) import and preprocess data (“wrangling” needed to clean and prepare the data for analysis), 3) perform data analyses, and 4) produce reports to communicate the results and make business decisions ba<x>sed on empirical evidence. The emphasis is on fami

Description

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Timetable

Scores

Average Percentage 86.92

Std. Deviation 5.19

Remarks

本課程為16週課程16 weeks class

Restrictions

排除大學部

Compulsory

Elective

Cross Discipline

First Specialization

Second Specialization