Скачать с ютуб Machine Learning Tutorial Python - 13: K Means Clustering Algorithm в хорошем качестве

Machine Learning Tutorial Python - 13: K Means Clustering Algorithm

K Means clustering algorithm is unsupervised machine learning technique used to cluster data points. In this tutorial we will go over some theory behind how k means works and then solve income group clustering problem using sklearn, kmeans and python. Elbow method is a technique used to determine optimal number of k, we will review that method as well. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #kmeans #MachineLearningTechnique #sklearn #sklearntutorials #scikitlearntutorials Code: https://github.com/codebasics/py/blob... data link: https://github.com/codebasics/py/tree... Exercise solution: https://github.com/codebasics/py/blob... Topics that are covered in this Video: 0:00 introduction 0:08 Theory - Explanation of Supervised vs Unsupervised learning and how kmeans clustering works. kmeans is unsupervised learning 5:00 Elbow method 7:33 Coding (start) (Cluster people income based on age) 9:38 sklearn.cluster KMeans model creation and training 14:56 Use MinMaxScaler from sklearn 24:07 Exercise (Cluster iris flowers using their petal width and length) Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses. Next Video: Machine Learning Tutorial Python - 14: Naive Bayes Part 1:    • Machine Learning Tutorial Python - 14...   Popular Playlist: Data Science Full Course:    • Data Science Full Course For Beginner...   Data Science Project:    • Machine Learning & Data Science Proje...   Machine learning tutorials:    • Machine Learning Tutorial Python -1: ...   Pandas:    • Python Pandas Tutorial 1. What is Pan...   matplotlib:    • Matplotlib Tutorial 1 - Introduction ...   Python:    • Why Should You Learn Python? | Comple...   Jupyter Notebook:    • What is Jupyter Notebook? | Jupyter N...   Tools and Libraries: Scikit learn tutorials Sklearn tutorials Machine learning with scikit learn tutorials Machine learning with sklearn tutorials To download csv and code for all tutorials: go to https://github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file. 🌎 My Website For Video Courses: https://codebasics.io/?utm_source=des... Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. #️⃣ Social Media #️⃣ 🔗 Discord:   / discord   📸 Dhaval's Personal Instagram:   / dhavalsays   📸 Instagram:   / codebasicshub   🔊 Facebook:   / codebasicshub   📱 Twitter:   / codebasicshub   📝 Linkedin:   / codebasics