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.
Best Open-Source Structured Data Extraction Models for Financial Reports

Best Open-Source Structured Data Extraction Models for Financial Reports

11
Comments 1
9 min read
Hybrid-precision attention reduces compute cost with minimal accuracy loss

Hybrid-precision attention reduces compute cost with minimal accuracy loss

Comments
2 min read
A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes

A Field Guide to RAG Failure Modes: Garbled Scans, Duplicate Chunks, and Leaky Indexes

1
Comments 2
6 min read
How Image Translation Actually Works: From Pixels to Translated Text

How Image Translation Actually Works: From Pixels to Translated Text

Comments
3 min read
Three runs is not a sample size. It is a decision rule — and its error is exactly computable.

Three runs is not a sample size. It is a decision rule — and its error is exactly computable.

Comments 1
6 min read
How I benchmarked on-device speech-to-text on Apple silicon (Whisper vs Parakeet)

How I benchmarked on-device speech-to-text on Apple silicon (Whisper vs Parakeet)

1
Comments 1
6 min read
Test-Time Compute and GRPO in Practice: From PPO to Critic-Free Reinforcement Learning

Test-Time Compute and GRPO in Practice: From PPO to Critic-Free Reinforcement Learning

Comments
8 min read
Beyond Single Sensors: AI-Driven Multimodal Fusion for Smarter Grid Maintenance

Beyond Single Sensors: AI-Driven Multimodal Fusion for Smarter Grid Maintenance

Comments
2 min read
Jev's Decision Model + NylonME Memory Model: The 'Disassembly Era' of AI Is Here

Jev's Decision Model + NylonME Memory Model: The 'Disassembly Era' of AI Is Here

Comments
7 min read
Introduction to Machine Learning

Introduction to Machine Learning

Comments
3 min read
Plain Gemma 4 26B vs Jev on One EC2 L4: 2.1 Points Behind Overall, Level on Yes/No, 4.5 Behind on Multiple Choice

Plain Gemma 4 26B vs Jev on One EC2 L4: 2.1 Points Behind Overall, Level on Yes/No, 4.5 Behind on Multiple Choice

1
Comments
23 min read
Inside the Resume Parsing Pipeline: Where Extraction Breaks

Inside the Resume Parsing Pipeline: Where Extraction Breaks

Comments
3 min read
How Fraud Detection Works in Real-Time Payment Systems

How Fraud Detection Works in Real-Time Payment Systems

Comments
4 min read
A CSV benchmark with two zero scores and a useful diagnostic

Kaggle Benchmarking Challenge Submission

A CSV benchmark with two zero scores and a useful diagnostic

Comments 1
7 min read
The Impact of AI in This Era: How Artificial Intelligence Is Changing Our Everyday Lives

The Impact of AI in This Era: How Artificial Intelligence Is Changing Our Everyday Lives

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