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Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)

Logistic regression is used for classification problems in machine learning. This tutorial will show you how to use sklearn logisticregression class to solve multiclass classification problem to predict hand written digit. We will use sklearn load_digits to load readily available dataset from sklearn library and train our classifier using that information. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #LogisticRegression #sklearntutorials #scikitlearntutorials Code: https://github.com/codebasics/py/blob... Exercise: Open above notebook from github and go to the end. Topics that are covered in this Video: 0:00 - Theory (Binary classification vs multiclass classification) 0:26 - How to identify hand written digits? 1:02 - Coding (Solve a problem of hand written digit recognition) 11:24 - Confusion Matrix (sklearn confusion_matrix) 12:42 - Plot confusion matrix using seaborn library 14:00 - Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression) 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 - 9 Decision Tree:    • Machine Learning Tutorial Python - 9  Deci...   Populor Playlist: Data Science Full Course:    • Data Science Full Course For Beginners | P...   Data Science Project:    • Machine Learning & Data Science Project - ...   Machine learning tutorials:    • Machine Learning Tutorial Python -1: What ...   Pandas:    • Python Pandas Tutorial 1. What is Pandas p...   matplotlib:    • Matplotlib Tutorial 1 - Introduction and I...   Python:    • Why Should You Learn Python? | Complete py...   Jupyter Notebook:    • What is Jupyter Notebook? | Jupyter Notebo...   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   📝 Linkedin (Personal):   / dhavalsays   📝 Linkedin (Codebasics):   / codebasics   📱 Twitter:   / codebasicshub   🔗 Patreon: https://www.patreon.com/codebasics?fa...

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