Clustering and Classification with Machine Learning in R
Completed by Uday Maheshwari Srivastava
June 25, 2025
11 hours (approximately)
Uday Maheshwari Srivastava's account is verified. Coursera certifies their successful completion of Clustering and Classification with Machine Learning in R
What you will learn
Perform basic data pre-processing and wrangling in R Studio.
Implement and analyze unsupervised clustering techniques, such as K-means clustering.
Implement supervised learning techniques and classification methods, such as Random Forests.
Utilize dimensional reduction techniques (PCA) and feature selection.
Skills you will gain
- Category: Unsupervised Learning
- Category: Supervised Learning
- Category: R (Software)
- Category: Machine Learning Algorithms
- Category: Classification And Regression Tree (CART)
- Category: Data Science
- Category: Tidyverse (R Package)
- Category: Machine Learning
- Category: Data Preprocessing
- Category: Classification Algorithms
- Category: Statistical Programming
- Category: Statistical Machine Learning
