AI Geek Programmer Blog

Machine learning, computer vision, deep learning and artificial intelligence engineering.

Cloud AI requires specialized distributed architecture

Cloud AI requires specialized distributed architecture

AI Geek Programmer
5 October 2026

Cloud AI requires specialized distributed architecture. A large model is rarely a good fit for one ordinary server.

Deep learning uses neural networks to find patterns in data

Deep learning uses neural networks to find patterns in data

AI Geek Programmer
5 October 2026

What is deep learning, really? It is a way to teach a computer to find patterns in data by stacking many layers of simple calculations.

Azure AI Services offer scalable cloud-based intelligence.

Azure AI Services offer scalable cloud-based intelligence.

AI Geek Programmer
4 October 2026

Azure AI Services offer scalable cloud-based intelligence. They give software access to ready-made AI through web APIs and SDKs.

CNNs excel at image recognition by detecting spatial patterns

CNNs excel at image recognition by detecting spatial patterns

AI Geek Programmer
4 October 2026

CNNs excel at image recognition because they detect spatial patterns. They do not treat an image as one long list of pixels.

AI systems require robust security architecture for protection

AI systems require robust security architecture for protection

AI Geek Programmer
3 October 2026

AI systems require robust security architecture for protection.

AI, ML, Deep Learning, and Gen AI Defined

AI, ML, Deep Learning, and Gen AI Defined

AI Geek Programmer
3 October 2026

What is the cleanest way to tell AI, machine learning, deep learning, and generative AI apart?

AI image generators use diffusion models to create photos

AI image generators use diffusion models to create photos

AI Geek Programmer
2 October 2026

AI image generators use diffusion models to create photos. The model starts with random noise, then removes that noise in small steps.

CNNs identify patterns in images using specialized layers

CNNs identify patterns in images using specialized layers

AI Geek Programmer
2 October 2026

CNNs identify patterns in images using specialized layers. That is the simple answer, and it is the right place to start.