Sklearn make_classification, Explained

An image of code that uses Scikit-learn make_classification to create a binary classification dataset, and an image of a scatterplot that plots the resulting binary data.

With the rise of AI, machine learning has suddenly become very popular. Machine learning has been around for decades, but machine learning systems are becoming increasingly important in a range of fields, from healthcare, to finance, to marketing. Python, with a range of libraries for data science and ML, has arguably become the top language … Read more

Numpy Transpose, Explained

An image that shows how Numpy transpose restructures the axes of a Numpy array.

In this tutorial, I’ll show you how to use the Numpy transpose function. I’ll explain what the function does, how the syntax works, and I’ll show you step-by-step examples of how to use it. If you need something specific, you can just click on any of the following links. Table of Contents: Introduction Syntax Examples … Read more

Numpy Min, Explained

An image that shows how Numpy min identifies the minimum values of a Numpy array.

This tutorial will show you how to use the Numpy min function (AKA, np.min). It explains what the function does at a high level, explains the syntax, and shows clear, step-by-step examples of how to use np.min. If you need anything specific, you can click any of the links below? Table of Contents: Introduction Syntax … Read more

Numpy Savez, Explained

An image that shows how Numpy savez saves multiple Numpy arrays to a single .npz file.

This tutorial will show you how to save multiple Numpy datasets in a single .npz file with Numpy savez. It explains what the np.savez does, explains the syntax, and shows step-by-step examples of how to use Numpy savez. If you need something specific, just click on any of the following links. Table of Contents: Introduction … Read more

Numpy Loadtxt, Explained

An image that shows how Numpy loadtxt loads stored text date into a Numpy array.

This tutorial will show you how to use Numpy loadtxt to load numeric data stored in a text file into a Numpy array. The tutorial explains what the function does, explains the syntax, and shows step-by-step examples of how to use np.loadtxt. If you need something specific, you can click on any of the following … Read more