What is Scikit-learn and how do I use it?

What is Scikit-learn and how do I use it?

Scikit-learn is a Python library for machine learning. It provides simple and efficient tools for data mining and analysis.

Can you give me an example of how to implement a decision tree using Scikit-learn?

Sure! Here's a simple example:

from sklearn.datasets import load_iris
from sklearn.tree import DecisionTreeClassifier

# Load dataset
iris = load_iris()
X, y = iris.data, iris.target

# Create a decision tree classifier
clf = DecisionTreeClassifier()

# Fit the model
clf.fit(X, y)

What are the main features of Scikit-learn?

Scikit-learn offers various features including classification, regression, clustering, dimensionality reduction, and model selection.

Where can I find the official documentation?

You can find the official documentation at https://scikit-learn.org/stable/documentation.html. It has comprehensive guides and examples.