Category: Methods

Principal Component Analysis Advantages 0

Principal Component Analysis in R

Principal Component Analysis in R, PCA is used in exploratory data analysis and for making decisions in predictive models. PCA is commonly used for dimensionality reduction by using each data point onto only the...

Exploratory Data Analysis 4

Exploratory Data Analysis (EDA)

Exploratory Data Analysis is one of the critical processes of performing initial investigations on data analysis. Basic idea is to discover the patterns, anomalies, test hypotheses, and check the assumptions with the help of...

Customer Segmentation 0

Customer Segmentation K Means Cluster

Customer segmentation is the process of separation of customers into groups based on common characteristics or patterns so companies can market their products to each group effectively and significantly. In business-to-consumer marketing, most of...