K Means Clustering Algorithm Example in Python - V1

Learn how to use K means Clustering Algorithm in Python using SKLearn. Also learn how to use Kmeans and Principal Component Analysis (PCA) to improve your results. Then, learn how to deploy your model using Power BI and how to analyse the traits of all your clusters and create valuable insights for the business. Real life example! Hope you enjoy this video! Support the channel on Patreon: https://www.patreon.com/data360yp Data Analytics Course Link: http://ipidata.teachable.com/ Tutorial Overview: 1. What is Machine Learning in a nutshell 2. What is Supervised Learning (Supervised Vs Unsupervised Learning) 3. Problem formulation - What are we trying to solve? 4. Explaining how the whole automated process will work (Excel - SQL - Python - SQL - Power BI) 5. Loading the Raw Data into Python 6. Cleaning the Raw Data 7. What is Kmeans clustering 8. How to run Kmeans clustering using SKLean 6. What is Principal Component Analysis (PCA) 7. Who to run Kmeans and PCA together in Python 8. Ways to improve Kmeans results 9. Running Kmeans with optimal parameters 12. Creating the front end PowerBI Dashboard 13. Creating Insights from Clusters 14. Creating NPS analytics per Cluster 15. Discussing how these results can be used in real life Data Analytics Course Link: http://ipidata.teachable.com/ Yiannis GitHub – files: https://github.com/Pitsillides91/Python-Tutorials/tree/master/Unsupervised%20Learning FREE TUTORIALS: Machine Learning Process: https://youtu.be/vfA1ZKN4Y40 How to download and install Python through Anaconda: https://youtu.be/__8BK62j-bw Numpy Tutorial: https://youtu.be/612VyfQ30dQ Pandas Tutorial: https://youtu.be/CeYHniDCF9c Joins / Merges Tutorial: https://youtu.be/OC-estd4JT0 MatPlotLib Tutorial: https://youtu.be/0QLJduh1MNM Seaborn Tutorial: https://youtu.be/Pkvdc2Z6eBg Machine Learning – Linear Regression Tutorial: https://youtu.be/lfuJgQwY6Po Machine Learning – Logistic Regression Tutorial: https://youtu.be/tODN7x3BO_E Yiannis Pitsillides on Social Media: https://twitter.com/pitsillides91 https://www.instagram.com/ypexists/?hl=en https://www.pinterest.co.uk/pitsillides91/boards/ https://www.facebook.com/groups/1500092413449073/ Tags: K Means Clustering Algorithm Example in Python,kmeans,kmeans clustering,k-means clustering,unsupervised learning example python,machine learning classification example,machine learning clustering,sklearn kmeans,k means clustering example,data360yp,k means python,k means clustering,k means clustering python,k means and pca,principal component analysis example,principal component analysis python,k means clustering algorithm,k means python sklearn,k means sklearn