Expert Contributors Articles

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Robert E. Siegel Robert E. Siegel
Updated on June 03, 2025

Navigating the Often Hostile Android Ecosystem

In this book excerpt, our expert analyzes the challenges of managing a sprawling, complex ecosystem of OEMs, app developers and regulators.

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Eric Kleppen Eric Kleppen
Updated on June 03, 2025

3 Ways to Learn Natural Language Processing Using Python

Explore concrete ways to apply preprocessing, tokenization, vectorization and feature engineering on text data with these 3 projects.

Artem Oppermann Artem Oppermann
Updated on June 02, 2025

What Is Few-Shot Learning?

Few-shot learning is a machine learning framework where an AI model is given a small amount of labeled training data to learn from. Here’s how few-shot learning works and why it’s important.

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Peter Grant Peter Grant
Updated on June 02, 2025

List Comprehension in Python: A Guide

List comprehensions in Python reduce the length and complexity of your code. Here’s how to construct them.

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Mitchell Telatnik Mitchell Telatnik
Updated on June 02, 2025

Passwordless Authentication: Why to Ditch Your Passwords

To avoid account compromises, security professionals recommend using passwordless authentication. Here’s why.

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Eryk Lewinson Eryk Lewinson
Updated on June 02, 2025

What Are Violin Plots and How Do You Use Them?

Violin plots are a hybrid of a boxplot and kernel density plot used to plot numeric data. Learn how to interpret them and what their advantages are over boxplots.

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Sara A. Metwalli Sara A. Metwalli
Updated on June 02, 2025

10 Steps to Become a Data Scientist

Use this roadmap to kickstart your data science career.

Cassie Kozyrkov Cassie Kozyrkov
Updated on June 02, 2025

Statistics: Are You Bayesian or Frequentist?

Is your statistical alignment Bayesian or a Frequentist? It all comes down to random variables. Learn more.

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Ahmad Shadid Ahmad Shadid
Updated on May 30, 2025

How Trump’s ‘Big Beautiful Bill’ May Harm AI Development in the US

Having just passed the house, the so-called Big Beautiful Bill is a sweeping piece of legislation. Our expert analyzes how its ban on state-level AI regulation may impact the field.

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Peter Grant Peter Grant
Updated on May 29, 2025

How to Use Python Functions Effectively: 6 Tips to Know

Here are six things you need to know about using these powerful tools in order to write more Pythonic code.