Juan Carlos Olamendyjuancolamendy.hashnode.dev·Sep 30, 2024Back to Basics: Mastering K-Means Clustering with NumPyImagine you're standing in front of a massive, chaotic pile of colorful marbles. Your task? Organize them into distinct groups based on their similarities. Sounds daunting, right? Now, picture an intelligent algorithm that can do this for you, not ju...DiscussMachine Learning
Gayathri Selvaganapathiaienthusiast.hashnode.dev·Aug 31, 2024Customer Segmentation Using Machine LearningTable of Contents Introduction Understanding the Dataset Data Wrangling and Cleaning Exploratory Data Analysis (EDA) Unsupervised Learning Techniques K-Means Clustering Principal Component Analysis (PCA) Autoencoders 6. Visualizing Custom...DiscussCustomer Segmentation, personalized experiences, technographic segmentation,
Arbash Hussaincckeh.hashnode.dev·Aug 19, 2024A Step by Step Guide to Kmeans Clustering in Machine LearningIntroduction Welcome to the seventh blog post in our machine learning series! Today, we will explore Kmeans Clustering and break down the concept into simple, easy-to-understand terms. As always, we will also implement this algorithm from scratch in ...Discuss·67 readsMachine Learningclustering
Md Shahriyar Al Mustakim Mitulmitul-shahriyar.hashnode.dev·Jul 26, 2024Machine Learning : Clustering, K means clustering (Part 19)Clustering basically takes some data and groups them K means clustering Assume that we have some data Step 1: Now, we have to decide how many clusters we want to make. For example, we want to create 2 clusters. Then we will assign 2 centroid random...DiscussK means Clustering
Retzam Tarleretzam.hashnode.dev·Jul 22, 2024Hands-on with Unsupervised Learning modelsHello 🤗, We'll continue where we left off and round up unsupervised learning in this chapter. We have extensively learned about unsupervised learning in the previous chapter, we learned about K-Means clustering and Principal Component Analysis (PCA)...Discussprincipal component analysis
Retzam Tarleretzam.hashnode.dev·Jul 1, 2024K-Means Clustering - Unsupervised Learningprint("Unsupervised Learning - Clustering") Clustering in unsupervised learning is the act of grouping unlabelled data. This is the core of unsupervised learning as we learned in the previous chapter: Unsupervised Learning. In unsupervised learning, ...DiscussK means Clustering
Lakshay Dhoundiyallakshaydhoundiyal.hashnode.dev·Jun 11, 2024Exploring the Best 5 AI Algorithms and Their ApplicationsArtificial Intelligence (AI) is revolutionizing how we interact with technology, making it smarter and more intuitive. This transformation is occurring due to these powerful algorithms that enable machines to learn from data and make informed decisio...Discuss·21 likes·51 readsHandwritten Digit Recognition
Silvester cheptumomugultum.hashnode.dev·Apr 18, 2024Beginner-friendly machine learning algorithms to tryWith a lot of data available today, machines are learning at a fast pace. These machines learn through the use of machine learning algorithms which are the building blocks for artificial intelligence. Today, you can analyze large volumes of data and ...DiscussData Science
Sean Coughlinblog.seancoughlin.me·Mar 29, 2024Unlocking Patterns with K: A Deep Dive into K-Means, K-Medians, and K-Medoids ClusteringEver found yourself staring at a massive dataset, wondering where to even start? You're not alone. Data, in its raw form, can be as mystifying as a puzzle with a million pieces. This is where the magic of clustering comes into play, specifically thro...Discuss·35 readsAIArtificial Intelligence
Vinay Borkarvinaytechbytes.hashnode.dev·Feb 12, 2024Unsupervised Learning: Exploring Hidden PatternsUnsupervised learning, a fascinating realm within the world of machine learning, empowers algorithms to uncover hidden patterns and structures lurking within unlabeled datasets. In this blog, we embark on an enlightening journey to explore the workin...DiscussData Science
