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

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Data Leakage — The Silent Accuracy Killer (Part 2)

Data Leakage — The Silent Accuracy Killer (Part 2)

Comments
3 min read
PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification

PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification

Comments
3 min read
Agentic AI for Developers: Building Autonomous AI Systems Instead of Chatbots

Agentic AI for Developers: Building Autonomous AI Systems Instead of Chatbots

Comments
2 min read
Chip Design Breakthrough: Predicting Performance Before Layout

Chip Design Breakthrough: Predicting Performance Before Layout

Comments
2 min read
Why Your Image Search Sucks (And How ColPali + Multi-Vector Indexing Fixes It)

Why Your Image Search Sucks (And How ColPali + Multi-Vector Indexing Fixes It)

Comments
4 min read
Multimodal Agents and Their Applications

Multimodal Agents and Their Applications

Comments
4 min read
How AI Assistants Are Transforming Modern Mobile & Web Apps in 2025

How AI Assistants Are Transforming Modern Mobile & Web Apps in 2025

Comments
3 min read
The Math Behind Machine Learning & Deep Learning (Explained Simply)

The Math Behind Machine Learning & Deep Learning (Explained Simply)

Comments
3 min read
Shamba-MedCare Prompt Engineering

Shamba-MedCare Prompt Engineering

Comments
4 min read
Productionizing ML: How I Built Scalable Healthcare & Fintech Pipelines using FastAPI, Docker, and XGBoost

Productionizing ML: How I Built Scalable Healthcare & Fintech Pipelines using FastAPI, Docker, and XGBoost

Comments
2 min read
Security Analytics with Machine Learning

Security Analytics with Machine Learning

1
Comments 1
5 min read
Power Naps for AI: Unleashing Energy-Efficient Edge Inference

Power Naps for AI: Unleashing Energy-Efficient Edge Inference

1
Comments
2 min read
Quantum 'Negative Learning': Escaping the Optimization Abyss

Quantum 'Negative Learning': Escaping the Optimization Abyss

Comments
2 min read
Thinking Like a Diffusion Model

Thinking Like a Diffusion Model

Comments
3 min read
A Simple, Fast WebP PNG Converter for Developers

A Simple, Fast WebP PNG Converter for Developers

Comments
2 min read
Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

Comments
3 min read
AI-Powered Chip Design: Predict Performance Before Layout with "Parasitic Gate"

AI-Powered Chip Design: Predict Performance Before Layout with "Parasitic Gate"

1
Comments
2 min read
Neural Network — A Simple, Beginner-Friendly Overview

Neural Network — A Simple, Beginner-Friendly Overview

Comments
3 min read
AI Guardian Angel: Preventing Traffic Chaos with Smart Sensors by Arvind Sundararajan

AI Guardian Angel: Preventing Traffic Chaos with Smart Sensors by Arvind Sundararajan

Comments
2 min read
AI and Geospatial Analysis in 2025: Revolutionizing Spatial Decision-Making

AI and Geospatial Analysis in 2025: Revolutionizing Spatial Decision-Making

Comments
4 min read
Turbocharge Your AI: Dynamic Inference Scaling on HPC Infrastructure

Turbocharge Your AI: Dynamic Inference Scaling on HPC Infrastructure

Comments
2 min read
Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

Comments
5 min read
AI Guardian: Spotting Traffic Trouble Before It Strikes

AI Guardian: Spotting Traffic Trouble Before It Strikes

Comments
2 min read
Optimizing Audio Workflows: Integrating Generative Models with Source Separation Algorithms

Optimizing Audio Workflows: Integrating Generative Models with Source Separation Algorithms

Comments
4 min read
Breaking the Sound Barrier with AI: Reinventing Flight Design by Arvind Sundararajan

Breaking the Sound Barrier with AI: Reinventing Flight Design by Arvind Sundararajan

Comments
2 min read
loading...