Data Science Articles

Catherine Gitau

Updated on May 22, 2025

Fuzzy string matching is the process of finding strings that approximately match each other. Here’s more on how fuzzy string matching works and how to perform the process using the Python library FuzzyWuzzy.

Matthew Urwin

Updated on May 22, 2025

In finance, quantitative modeling is the practice of organizing and interpreting data sets with mathematical formulas to identify trends in the broader markets. Here’s why it’s important, its key characteristics and the tools it involves.

Abdishakur Hassan

Updated on May 22, 2025

A Python dashboard is an interactive application that displays data visually using charts, tables and controls like buttons or sliders. Here's how to create flexible and powerful dashboards in Python with the Panel library.

Linda Ngo

Updated on May 22, 2025

Relational operators in R reveal how R objects relate to one another. Learn everything you need to know to master them.

Parul Pandey

Updated on May 22, 2025

Image processing in Python involves using Python to analyze and manipulate digital images to improve quality or extract information. Here’s an overview of common Python libraries used for image processing tasks.

Artturi Jalli

Updated on May 22, 2025

The with statement in Python wraps the execution of a code block using the methods defined by a context manager. It's often used to replace a try-finally block with more concise code. Here's how and when to use the with statement in Python.

Mór Kapronczay

Updated on May 22, 2025

A language model conducts a probability distribution over words or word sequences. Here’s more on what language models can do, their types, evolution and future outlook.

Javaid Nabi

Updated on May 22, 2025

Multiclass classification is a machine learning task that involves classifying data into one of three or more classes. Here’s what you need to know.

Susan Maina

Updated on May 22, 2025

You can put a for loop inside an if statement (and vice versa) in Python using nested control flow. For loops complete an iterative action for a defined number of elements, while if statements test a condition and then complete an action.

Wai Foong Ng

Updated on May 22, 2025

ExcelJS is a JavaScript package for managing Excel spreadsheets and workbooks. It can be used to read, manipulate and write spreadsheet data to XLSX and JSON.