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

Veröffentlicht am: 21 September 2018
auf dem Kanal: codebasics

376,125

4.6k

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
📸 Codebasics Instagram:   / codebasicshub
🔊 Codebasics Facebook:   / codebasicshub
📝 Codebasics LinkedIn:   / codebasics
📱 Codebasics X handle:   / codebasicshub
📸 Dhaval's Instagram:   / dhavalsays
📝 Dhaval's LinkedIn:   / dhavalsays
📱 Dhaval's X handle: https://x.com/dpcodebasics
🔗 Patreon: https://www.patreon.com/codebasics?fa...

Auf dieser Seite können Sie das Online-Video Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification) mit der Dauer stunde minuten sekunde in guter Qualität ansehen, das der Benutzer codebasics 21 September 2018 hochgeladen hat, den Link mit Freunden und Bekannten teilen, dieses Video wurde auf Youtube bereits 376,125 Mal angesehen und es wurde von 4.6 tausend den Zuschauern gefallen. Viel Spaß beim Betrachtenden Zuschauern gefallen!

181