Data Science

Introduction to Clustering and PCA

Beginner

Skill level

Free

Course cost

About this course

Clustering and Principal Component Analysis (PCA) are very important aspects of Machine Learning and Data Science that help solve a lot of problems in a simple fashion. Clustering is widely used in a lot of applications but it finds its most popular application in grouping tasks and data compression. PCA is very much needed today as it is used to dimensionally reduce the dataset to simple datasets which are used for analysis and machine learning. In this course, you will be introduced to the concepts of clustering and PCA where you will learn about what it is, how it works, where it is popularly used and more.

Skills

  • Clustering
  • Principal Component Analysis (PCA)

Course Syllabus

Introduction to Clustering and PCA

  • Introduction to Unsupervised Learning and Clustering
  • Principal Component Analysis
  • PCA for Dimensionality Reduction

Course Certificate

Get Introduction to Clustering and PCA course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

GL Academy Sample Certificate

Great Learning Academy - Free Online Certification Courses

Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.

Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 1 Million+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.

X
popup asset

Welcome to Great Learning Academy