DEV Community

Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

Comments
6 min read
How Well Can OCR Read Doctor Handwriting in 2026?

How Well Can OCR Read Doctor Handwriting in 2026?

6
Comments
11 min read
Moving Beyond Static RAG:Buiding a Live Financial Quant MCP Server for Real-Time Market Analysis

Moving Beyond Static RAG:Buiding a Live Financial Quant MCP Server for Real-Time Market Analysis

Comments
5 min read
How I Built a Production AI Query Engine on 28 Tables — And Why I Used Both Text-to-SQL and Function Calling

How I Built a Production AI Query Engine on 28 Tables — And Why I Used Both Text-to-SQL and Function Calling

4
Comments
3 min read
Production Model Observability: Monitoring, Drift Detection, and Alerting

Production Model Observability: Monitoring, Drift Detection, and Alerting

Comments
12 min read
Why Enterprise AI Needs Ontology Before It Needs More Models

Why Enterprise AI Needs Ontology Before It Needs More Models

2
Comments 1
6 min read
I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

1
Comments
3 min read
7 Ai Fails That Damaged Brands And How Human Support Could Have Saved Them

7 Ai Fails That Damaged Brands And How Human Support Could Have Saved Them

Comments
13 min read
Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality

Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality

Comments
16 min read
What Drives User Success?

What Drives User Success?

Comments
6 min read
Why Your Local AI Stack Keeps Falling Apart (and How to Fix It)

Why Your Local AI Stack Keeps Falling Apart (and How to Fix It)

Comments
5 min read
On-Device Document Grounding on macOS: Getting Qwen2.5-VL to Actually Work in Swift

On-Device Document Grounding on macOS: Getting Qwen2.5-VL to Actually Work in Swift

Comments
16 min read
I built a real-time Drivable Area Segmentation model for Indian roads (Here is how it runs at 55 FPS)

I built a real-time Drivable Area Segmentation model for Indian roads (Here is how it runs at 55 FPS)

8
Comments
2 min read
Multimodal Biometrics: Why Face + Fingerprint + Voice Defeats Deepfakes

Multimodal Biometrics: Why Face + Fingerprint + Voice Defeats Deepfakes

Comments
3 min read
Step-by-Step: Automating Meesho Product Photos with Python and PixelAPI Virtual Try-On

Step-by-Step: Automating Meesho Product Photos with Python and PixelAPI Virtual Try-On

Comments
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.