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.
AI’s Biggest Problem Isn’t Intelligence — It’s Evaluation

AI’s Biggest Problem Isn’t Intelligence — It’s Evaluation

Comments
6 min read
We Built a Data Gravity Calculator for AI Infrastructure Placement — Here's the Methodology

We Built a Data Gravity Calculator for AI Infrastructure Placement — Here's the Methodology

Comments
3 min read
How to Evaluate LLM Outputs for Production: A Practical Framework

How to Evaluate LLM Outputs for Production: A Practical Framework

Comments
2 min read
Run AI Models On-Device — Zero Config, Five Minutes

Run AI Models On-Device — Zero Config, Five Minutes

Comments
2 min read
Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

15
Comments
2 min read
Why Feature Scaling Matters: Three Cases Where the Same Data Gives Opposite Results

Why Feature Scaling Matters: Three Cases Where the Same Data Gives Opposite Results

Comments
2 min read
AI-Assisted Development: How I Ship Production Code Without a CS Degree

AI-Assisted Development: How I Ship Production Code Without a CS Degree

1
Comments
6 min read
Everyone Says SMOTE. I Ran 240 Experiments to Find Out if That's True.

Everyone Says SMOTE. I Ran 240 Experiments to Find Out if That's True.

Comments
3 min read
How to Save 90% on Claude API Input Costs With Prompt Caching (2026)

How to Save 90% on Claude API Input Costs With Prompt Caching (2026)

Comments
4 min read
How to Choose the Right Prompt Engineering Pattern (And Why Simpler Is Usually Better)

How to Choose the Right Prompt Engineering Pattern (And Why Simpler Is Usually Better)

1
Comments
4 min read
We Built an OpenClaw Skill That Turns Sales Data Into a Personal AI Coach

We Built an OpenClaw Skill That Turns Sales Data Into a Personal AI Coach

Comments
4 min read
SageMaker Endpoints: Deploy Your Model to Production with Terraform 🚀

SageMaker Endpoints: Deploy Your Model to Production with Terraform 🚀

Comments
5 min read
The AI Agent Stack: Building Autonomous Systems Beyond Simple Prompts

The AI Agent Stack: Building Autonomous Systems Beyond Simple Prompts

Comments
5 min read
RAG vs Fine-Tuning — I've Used Both in Production, Here's What Actually Matters

RAG vs Fine-Tuning — I've Used Both in Production, Here's What Actually Matters

Comments
3 min read
AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines

AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines

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