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 Statistics is the Invisible Backbone of Data Science

Why Statistics is the Invisible Backbone of Data Science

Comments
3 min read
Your Variant Caller Tells You How Confident It Is. Have You Ever Checked If It's Telling the Truth?

Your Variant Caller Tells You How Confident It Is. Have You Ever Checked If It's Telling the Truth?

Comments
6 min read
How to Build an AI Agent for Your Business in 2026 (A Practical Guide)

How to Build an AI Agent for Your Business in 2026 (A Practical Guide)

Comments
4 min read
Sparse KV Caches Cut Attention Scaling

Sparse KV Caches Cut Attention Scaling

1
Comments
2 min read
AI/ML Research Digest — Jun 20, 2026

AI/ML Research Digest — Jun 20, 2026

1
Comments
3 min read
Distributions and Their Impact on Data Science

Distributions and Their Impact on Data Science

Comments
3 min read
Serving ML Artifacts from Amazon S3 Files How I used After the Launch

Serving ML Artifacts from Amazon S3 Files How I used After the Launch

1
Comments
5 min read
Most AI Agents Aren't in Production. Here's What Works.

Most AI Agents Aren't in Production. Here's What Works.

Comments
7 min read
LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

Comments
3 min read
If a 270M Model Already Worked, Why Did I Fine-Tune a 7B One?

If a 270M Model Already Worked, Why Did I Fine-Tune a 7B One?

Comments
3 min read
QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

Comments
3 min read
I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

Comments
2 min read
I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

Comments
2 min read
AMD ATOM + ATOMesh: Prefill/decode Disaggregation on ROCm

AMD ATOM + ATOMesh: Prefill/decode Disaggregation on ROCm

Comments
7 min read
Why GridSearchCV Wastes Most of Its Time — And What I Did About It

Why GridSearchCV Wastes Most of Its Time — And What I Did About It

2
Comments 2
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.