What is Deep Learning?

Deep Learning is a subset of machine learning based on artificial neural networks with multiple layers (hence "deep"). These networks attempt to simulate the behavior of the human brain to learn from large amounts of data.

Difference from Traditional algorithms

Unlike traditional algorithms where rules are manually coded, deep learning models learn features directly from data.

Use Cases in Industry

Visual Inspection: Detecting defects in products using camera feeds with high accuracy.
Predictive Maintenance: analyzing vibration or sound data patterns to predict specific component failures before they happen.
Signal Processing: Cleaning noisy sensor data in advanced devices like the ZMA Data Acquisition system, identifying complex signal patterns that simple filters miss.