Data Science Portfolio Project - K-means

This is a machine learning project that you can add to your portfolio. In this video we will create a customer segmentation model in Python using K-means algorithm. ---------------------- Link to the dataset: https://www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python/data ---------------------- 🎁 Join my newsletter and get access to various freebies (Books and checklists, CV template, Portfolio Projects) - https://stan.store/KarinaDataScientist ⚡️MASTERCLASS - "Data Analysis with Python Masterclass" - https://stan.store/KarinaDataScientist/p/start-programming-with-python⚡️ 🧠 AI to help you analyse your data - https://powerdrill.ai/?via=karina-samsonova ---------------------- Timestamps: ---------------------- 00:00 Intro 00:23 What is K-means 02:54 Project in Python 06:33 Pairplot 09:25 Elbow method 16:20 Scatter plot 21:40 Analysis of Age vs Spending Score 24:49 K means for 3 features 25:40 3D graph 🎥 Other videos you might be interested in ---------------------- https://youtu.be/-8stRxINNeY https://youtu.be/g-h4Faao77M ---------------------- About me ---------------------- Hi, my name is Karina and I'm a finance person turned data person. My mission is to transform intimidating tech into accessible tools. I aim to empower 1 million people to harness the power of AI, Python, SQL, and Excel to work smarter, not harder. Contact ---------------------- Youtube: youtube comments are by far the best way to get a response from me! email for business inquiries only: [email protected] ---------------------- Social Media: ---------------------- TikTok: https://www.tiktok.com/@karinadatascientist Instagram: https://www.instagram.com/karinadatascientist/ Linkedin: https://www.linkedin.com/in/karina-samsonova/ #datascience #python #karinadatascientist #ml