Feature Engineering: Making Data Understandable for Machines
Why models fail without the right features and how to guide them
Posted by
Perivitta
on
November 25, 2025 ·
10 mins read
Metrics Beyond Accuracy: Measuring What Actually Matters
Why a single number can hide critical model failures
Posted by
Perivitta
on
November 23, 2025 ·
9 mins read
Why Overfitting Is the Real Enemy of Machine Learning
Bias, variance, and the illusion of intelligent models
Posted by
Perivitta
on
November 17, 2025 ·
9 mins read
Why AI Models Fail in the Real World
From benchmarks to messy deployment environments
Posted by
Perivitta
on
November 14, 2025 ·
9 mins read
Agentic AI: From Passive Models to Autonomous Systems
Understanding how modern AI systems plan, act, and learn through feedback
Posted by
Perivitta
on
November 10, 2025 ·
9 mins read