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.
World Models?

World Models?

Comments
2 min read
The AI Industry Is Measuring the Wrong Thing. Here Are the 6 Metrics That Actually Matter.

The AI Industry Is Measuring the Wrong Thing. Here Are the 6 Metrics That Actually Matter.

2
Comments
9 min read
Higher Retrieval Accuracy Had the Worse Safety Result

Higher Retrieval Accuracy Had the Worse Safety Result

1
Comments 2
5 min read
The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

Comments
8 min read
The Engineering Challenge of Turning YouTube Into an ESL Corpus

The Engineering Challenge of Turning YouTube Into an ESL Corpus

Comments
4 min read
AI Got Hands: Breaking the Human Bottleneck in Agent Workflows

AI Got Hands: Breaking the Human Bottleneck in Agent Workflows

Comments 1
9 min read
Why Character Consistency Is Hard in AI Comic Generation

Why Character Consistency Is Hard in AI Comic Generation

Comments
4 min read
Eval Set Sizing: The Statistical Power Math Behind LLM A/B Tests

Eval Set Sizing: The Statistical Power Math Behind LLM A/B Tests

1
Comments 1
8 min read
Hit 73% accuracy on the classifier, which is probably fine for now

Hit 73% accuracy on the classifier, which is probably fine for now

Comments
1 min read
Chapter 4: The Bigram Model - Simplest Possible Language Model

Chapter 4: The Bigram Model - Simplest Possible Language Model

Comments
5 min read
🌸 Iris Classifier ML Pipeline — Complete Tutorial & Instructions Manual

🌸 Iris Classifier ML Pipeline — Complete Tutorial & Instructions Manual

3
Comments 1
18 min read
I Used Both Notion and ClickUp to Run Marketing Campaigns — Here's Where Each One Broke Down

I Used Both Notion and ClickUp to Run Marketing Campaigns — Here's Where Each One Broke Down

Comments
27 min read
AI Weekly 4/17–4/24 | OpenAI Stack, Anthropic Politics, Figma Tumbles

AI Weekly 4/17–4/24 | OpenAI Stack, Anthropic Politics, Figma Tumbles

Comments
11 min read
What Deep Learning Really Means — From Neural Networks to Modern AI

What Deep Learning Really Means — From Neural Networks to Modern AI

Comments
4 min read
How CNNs Work — From Convolution Kernels to ResNet

How CNNs Work — From Convolution Kernels to ResNet

Comments
4 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.