Machine Learning Tutorial Python - 10 Support Vector Machine (SVM) скачать в хорошем качестве

Machine Learning Tutorial Python - 10 Support Vector Machine (SVM)

Support vector machine (SVM) is a popular classification algorithm. This tutorial covers some theory first and then goes over python coding to solve iris flower classification problem using svm and sklearn library. We also cover different parameters such as gamma, regularization and how to fine tune svm classifier using these parameters. Basically the way support vector machine works is it draws a hyper plane in n dimension space such that it maximizes the margin between classification groups. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #SupportVectorMachine #SVM #sklearntutorials #scikitlearntutorials Code: https://github.com/codebasics/py/blob... Exercise: Open above notebook from github and go to the end. Exercise solution: https://github.com/codebasics/py/blob... Topics that are covered in this Video: 0:00 Introduction 0:20 Theory (Explain support vector machine using sklearn iris dataset flower classification problem) 3:11 What is Gamma? 4:21 What is Regularization? 5:27 Kernel 6:32 Coding (Start) 18:08 sklearn.svm SVC 21:41 Exercise (Classify hand written digits dataset from sklearn using SVM) 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 - 11 Random Forest:    • Machine Learning Tutorial Python - 11...   Populor 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   📸 Codebasics Instagram:   / codebasicshub   🔊 Facebook:   / codebasicshub   📱 Twitter:   / codebasicshub   📝 Linkedin (Personal):   / dhavalsays   📝 Linkedin (Codebasics):   / codebasics   🔗 Patreon: https://www.patreon.com/codebasics?fa...