Your First Predictive Model: Choosing Between Linear Regression and Logistic Regression

We have cleaned, visualized, and checked the relationships in the data. Now, we move on to prediction. The first models you ...
Boston University

What is SciKit-Learn?

SciKit-Learn is a powerful and versatile machine learning library in Python. It is designed to interoperate seamlessly with other Python libraries and provides a robust set of tools for data analysis ...

[Part 3] Predicting Numbers or Choosing Categories?: A Gentle Explanation of Regression and Classification

Estimated reading time: approx. 3 minutes 30 secondsIn machine learning, models learned from past data are used to predict ...
Visual Studio Magazine

Regression Using scikit Kernel Ridge Regression

A regression problem is one where the goal is to predict a single numeric value. For example, you might want to predict the annual income of a person based on their sex, age, State where they live and ...
InfoWorld

Review: Scikit-learn shines for simpler machine learning

Scikits are Python-based scientific toolboxes built around SciPy, the Python library for scientific computing. Scikit-learn is an open source project focused on machine learning: classification, ...
techtarget

What is linear regression?

Linear regression is a statistical technique that identifies the relationship between the mean value of one variable and the corresponding values of one or more other variables. By understanding the ...