Hierarchical Clustering Explained | Machine Learning Tutorials | AlmaBetter

Get detailed insight on Hierarchical Clustering Explained by Nayan Dharamshi. 🎯Enrol Today in Data Science🎯 https://link.almabetter.com/qmgu Welcome to this tutorial on hierarchical clustering, where we will explore the concept of clustering and its applications in machine learning. In this video, we will dive deep into the topic of hierarchical clustering and its two major techniques - agglomerative and divisive clustering. Agglomerative clustering is the most common hierarchical clustering method used in practice, and we will discuss its algorithm and step-by-step process to create clusters. We will also explain the differences between hierarchical and agglomerative clustering, their strengths and limitations, and the factors to consider when selecting the right method for your data. Moreover, we will cover the types of agglomerative hierarchical clustering, such as single linkage, complete linkage, and average linkage. You will learn how to choose the appropriate linkage method for your dataset based on the distance measure between the clusters. We will also explain divisive hierarchical clustering, which is the opposite of agglomerative clustering. Divisive clustering involves starting with a single cluster and dividing it into smaller sub-clusters until a stopping criterion is met. We will compare the advantages and disadvantages of both agglomerative and divisive clustering techniques and when to use each. At AlmaBetter, our Data Science program includes hands-on experience in various clustering techniques, including hierarchical clustering. Our curriculum covers all essential machine learning concepts, including data preprocessing, model building, and model evaluation. By enrolling in our program, you will have access to a dedicated mentor, real-world projects, and a pay-after-placement program. Take the next step towards a fulfilling career by enrolling now. 📕📗Best pay after placement program📕📙 Get started today with AlmaBetter's exclusive full-stack programs: Fullstack Data Science - https://link.almabetter.com/qmgu Fullstack Web Development - https://link.almabetter.com/gmhs Also, check out our related videos: Time Series Analysis Part - I:    • Time Series Analysis Part - I | Machine Le...   Machine Learning in E-Commerce:    • Machine Learning in E-Commerce | Data Scie...   Follow us: Instagram -   / almabetter   Facebook -   / almabetterofficial   Twitter -   / almabetter   LinkedIn -   / almabetter   Telegram - https://telegram.me/almabetterofficial #datascience #machinelearning #tutorials #almabetter