research

7 NumPy Tricks for Faster Numerical Computations

Numerical computations in Python become much faster and more efficient with

4 weeks ago

5 Lesser-Known Visualization Libraries for Impactful Machine Learning Storytelling

Data storytelling often extends into machine learning, where we need engaging visuals that support a clear narrative.

4 weeks ago

The Roadmap for Mastering AI-Assisted Coding in 2025

AI-assisted coding was something virtually nobody could even imagine a few years back, but to some extent, it has now…

1 month ago

10 Common Misconceptions About Large Language Models

Large language models (LLMs) have rapidly integrated into our daily workflows.

1 month ago

Multi-Agent Systems: The Next Frontier in AI-Driven Cyber Defense

The increasing sophistication of cyber threats calls for a systemic change in the way we defend ourselves against them.

1 month ago

7 Scikit-learn Tricks for Optimized Cross-Validation

Validating machine learning models requires careful testing on unseen data to ensure robust, unbiased estimates of their performance.

1 month ago

ROC AUC vs Precision-Recall for Imbalanced Data

When building machine learning models to classify imbalanced data — i.

1 month ago

A Gentle Introduction to Batch Normalization

Deep neural networks have drastically evolved over the years, overcoming common challenges that arise when training these complex models.

1 month ago

Small Language Models are the Future of Agentic AI

This article provides a summary of and commentary on the recent paper

1 month ago

10 Python One-Liners Every Machine Learning Practitioner Should Know

Developing machine learning systems entails a well-established lifecycle, consisting of a series of stages from data preparation and preprocessing to…

1 month ago