Customer Segmentation Using Machine Learning | Complete Python Project #machinelearning
π Customer Segmentation Using Machine Learning | Complete Python Project In this video, we build a complete Customer Segmentation System using Machine Learning and K-Means Clustering in Python. Dataset link : https://www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python π Project Features: β Data Preprocessing β Exploratory Data Analysis (EDA) β K-Means Clustering β Elbow Method β PCA Visualization β Heatmaps & Pairplots β Cluster-wise Business Insights β Real-World Marketing Strategies π Technologies Used: * Python * Pandas * NumPy * Matplotlib * Seaborn * Scikit-learn π Complete Project Bundle Includes: β Jupyter Notebook β Python Source Code β PPT Presentation β Detailed Project Report β Dataset CSV File β Output Graphs & Visualizations β README Guide π― Perfect For: * Students * Beginners in Machine Learning * Final Year Projects * Data Science Portfolio * Internship Preparation Support SkillForge Academy β: https://ko-fi.com/skillforgeacademy π₯ Buy Complete Project Bundle Here: π https://soulandcode.gumroad.com/l/customersegmentationML π Recommended Books to Learn Machine Learning: Book 1: Machine Learning for Beginners: A Complete Guide to Concepts, Algorithms, and Real-World Projects (Crack Machine Learning Interviews) :https://soulandcode.gumroad.com/l/machinelearningforbeginners Book 2: Crack Machine Learning Interviews: Volume 1: A Complete Beginner-to-Intermediate Guide to ML Concepts, Algorithms, Python, and Real Interview Questions: https://soulandcode.gumroad.com/l/tzgmm Book 3: AI Interview Mastery: 100 Questions & Answers + MCQs : https://soulandcode.gumroad.com/l/AIinterview Book 4: 333+ Machine Learning MCQs: With Answers| Practice Questions for Exams, Interviews & Data Science Preparation (Crack Machine Learning Interviews) :https://soulandcode.gumroad.com/l/333mcqML Book 5: Python for Beginners: Learn Fast with, Exercises & Interview Questions (Crack Machine Learning Interviews) :https://lotusstar.gumroad.com/l/pythonbeginner β If you found this video helpful, donβt forget to Like, Share & Subscribe!
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