MSDN Community

Scikit-learn Tutorials

Getting Started with Scikit-learn

Getting Started with Scikit-learn

An introductory guide to Scikit-learn, covering installation, basic concepts, and your first machine learning model.

Beginner | 30 min read
Learn More
Supervised Learning with Scikit-learn

Supervised Learning with Scikit-learn

Explore common supervised learning algorithms like Linear Regression, Logistic Regression, and Support Vector Machines.

Intermediate | 45 min read
Learn More
Unsupervised Learning with Scikit-learn

Unsupervised Learning with Scikit-learn

Dive into unsupervised learning techniques such as K-Means clustering and Principal Component Analysis (PCA).

Intermediate | 40 min read
Learn More
Model Evaluation in Scikit-learn

Model Evaluation and Selection

Learn how to effectively evaluate your models using metrics and techniques like cross-validation.

Intermediate | 35 min read
Learn More
Feature Engineering in Scikit-learn

Feature Engineering Techniques

Discover essential feature engineering techniques to improve the performance of your machine learning models.

Advanced | 50 min read
Learn More
Advanced Scikit-learn Topics

Advanced Scikit-learn Topics

Explore advanced topics including ensemble methods, dimensionality reduction, and pipeline creation.

Advanced | 60 min read
Learn More