Introduction to Clustering | | Data Science in Minutes

We will look at the fundamental concept of clustering, different types of clustering methods, and their weaknesses. Clustering is an unsupervised learning technique that consists of grouping data points and creating partitions based on similarity. The ultimate goal is to find groups of similar objects. You will learn: - What is clustering? - Types of clustering methods: - Centroid-based clustering - Connectivity-based clustering - Distribution-based clustering - Density-based clustering - Clustering weaknesses Table of Contents: 0:00 Introduction 0:40 What is Clustering 1:27 Centroid-based clustering 2:07 Connectivity-based clustering 2:55 Distribution-based clustering 3:33 Density-based clustering -- At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0 💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0 💼 Get started in the world of data with our top-rated data science bootcamp: https://hubs.la/Q01ZZDpt0 💼 Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZD-s0 💼 Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0 -- Unleash your data science potential for FREE! Dive into our tutorials, events & courses today! 📚 Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0 📚 Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10 📚 Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80 📚 Checkout our free data science courses: https://hubs.la/Q01ZZMcm0 📚 Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0 -- 📱 Social media links Connect with us: https://www.linkedin.com/company/data-science-dojo Follow us: https://twitter.com/DataScienceDojo Keep up with us: https://www.instagram.com/data_science_dojo/ Like us: https://www.facebook.com/datasciencedojo Find us: https://www.threads.net/@data_science_dojo -- Also, join our communities: LinkedIn: https://www.linkedin.com/groups/13601597/ Twitter: https://twitter.com/i/communities/1677363761399865344 Facebook: https://www.facebook.com/groups/AIandMachineLearningforEveryone/ Vimeo: https://vimeo.com/datasciencedojo Discord: https://discord.com/invite/tj8ken4Err _ Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0 #clustering #datascience