Hi All!
Today, we will be learning how to perform PAM Clustering using R to achieve customer segmentation. This case-study comes under unsupervised machine learning (PAM or Partition Around Medoids Clustering).
Category: R
K-Means Clustering using R
Today, we will be learning how to perform K-Means Clustering using R to achieve customer segmentation. This case-study comes under unsupervised machine learning (K-Means Clustering)
Clustering using R
Clustering using R Hi MLEnthusiasts! Today, we will implement a case-study involving Credit Card Dataset for Clustering using R. We will discover customer segments to define marketing strategy. Clustering using R – The dataset The dataset has been taken from Kaggle and the dataset has the following variables: – CUST_ID – BALANCE – BALANCE_FREQUENCY – […]
Data Cleaning
Data cleaning – Introduction While doing data data analysis, before analyzing the data for any kind of resultant, we most perform the most essential step, that is, Data Cleaning. Because when we get the data it may not be ready for complete analysis, like there might me missing values which will make our judgement wrong, […]
Random Forests Using R
Random Forests using R: Titanic Case Study Random Forests using R: Introduction Hi MLEnthusiasts! Today, we will learn how to implement random forests using R that too on a well-known dataset, The Titanic Dataset! So, our analysis onvolves getting some information about the dataset, like what all variables are in our dataset and what […]
Decision Trees Using R
Decision Trees using R: An Introduction Hi MLEnthusiasts! Today, we will dive deeper into classification and will learn about Decision trees using R, how to analyse which variable is important among many given variables and how to make prediction for new data observations based on our analysis and model. Again, we will continue working on […]
Logistic Regression using R
Logistic Regression using R: Introduction Hi MLEnthusiasts! Today, we will learn how to implement logistic regression using R that too on a well-known dataset, The Titanic Dataset! So, our analysis becomes by getting some information about the dataset, like what all variables are in our dataset and what do we have to predict. What to […]
Multivariate Linear Regression With R
Multivariate Linear Regression With R Hi ML Enthusiasts! Today, We will be learning how to perform multivariate linear regression with R. In this case-study, we will be using a very famous data set “King County House sales” in which we will treat price as the dependent variable and other variables as independent variables. We will […]
Linear Regression using R
Linear Regression using R Hi Everyone! Today, we will learn about implementing linear regression using R and building the linear regression model in R using a dataset from kaggle. The dataset is divided into two parts, one is train.csv and the other one is test.csv. We will make our model using train.csv and then test […]