Data Science Articles

Erik Brown

Updated on December 19, 2024

Synthetic data has the potential to speed up and improve the building of AI models. Here’s why it may overshadow real data models by 2030.

Niklas Donges

Updated on December 18, 2024

What you need to know to get started with descriptive statistical analysis.

Akshay Kumar

Updated on December 17, 2024

Technical interviews evaluate a job candidate’s technical knowledge through coding exercises, system design discussions and behavioral questions. Review these questions to prepare.

Jenny Lyons-Cunha

Updated on December 16, 2024

Data poisoning allows digital saboteurs to compromise AI models during training. Here’s how.

Jenny Lyons-Cunha

Updated on December 13, 2024

As data creation skyrockets, companies often lack the resources to use it all, causing terabytes of dormant information to accumulate. This ‘dark data’ drives up costs, creates regulatory risks and increases exposure to data breaches.

Dario Radečić

Updated on December 12, 2024

Pandas offers three methods to add a row to a DataFrame, including the append() method, loc[] indexer and the concat() method. Here’s how to do each one.  

Giorgos Myrianthous

Updated on December 09, 2024

Duck typing in Python is a term used to illustrate that code will execute an action based on the types of built-in objects being processed. Here’s what to know.  

Richmond Alake

Updated on December 05, 2024

Heap sort is a sorting algorithm that organizes elements in an array into a binary heap, and then sorts that heap by moving the largest element in the array. Here’s how to implement it in Python.

Edward Hearn

Updated on November 27, 2024

Ordinal data can be classified and ranked, whereas nominal data is categorized without any specific hierarchy. Let’s explore how these two data types stack up against each other and others.

Abdishakur Hassan

Updated on November 26, 2024

Here’s when and how to use these different types of thematic maps and techniques.