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.
CNN Layer Composition — A Practical Developer Guide to Activation, Pooling, and Fully Connected Layers

CNN Layer Composition — A Practical Developer Guide to Activation, Pooling, and Fully Connected Layers

1
Comments
2 min read
"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

Comments
5 min read
Hackathon Project: How I built an AI Recommender System for SMEs

Hackathon Project: How I built an AI Recommender System for SMEs

Comments
2 min read
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

1
Comments
6 min read
Reinforcement Learning / Q Learning Basics with Tic Tac Toe

Reinforcement Learning / Q Learning Basics with Tic Tac Toe

1
Comments
3 min read
AI Weekly: 12 Big AI Stories this week

AI Weekly: 12 Big AI Stories this week

Comments
15 min read
Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

Comments
4 min read
AI's Quantum Leap, Coding Challenges, and WordPress Updates

AI's Quantum Leap, Coding Challenges, and WordPress Updates

Comments
2 min read
Multilayer Perceptron (MLP): A Practical Way to Understand Neural Networks

Multilayer Perceptron (MLP): A Practical Way to Understand Neural Networks

Comments
2 min read
Regularization in Machine Learning — How to Actually Prevent Overfitting (L1, L2, Dropout)

Regularization in Machine Learning — How to Actually Prevent Overfitting (L1, L2, Dropout)

Comments
1 min read
Optimization vs Regularization — The Real Reason Your Model Overfits (and How to Fix It)

Optimization vs Regularization — The Real Reason Your Model Overfits (and How to Fix It)

Comments
1 min read
Model Complexity and Generalization: How to Actually Fix Overfitting

Model Complexity and Generalization: How to Actually Fix Overfitting

Comments
2 min read
Fundamentals of Neural Networks: How Simple Math Scales into Modern AI

Fundamentals of Neural Networks: How Simple Math Scales into Modern AI

Comments
2 min read
Machine Learning Tasks and Evaluation: How to Choose the Right Metrics and Avoid Common Pitfalls

Machine Learning Tasks and Evaluation: How to Choose the Right Metrics and Avoid Common Pitfalls

Comments
2 min read
The 3 Waves of Deep Learning (Why AI Took Decades to Actually Work)

The 3 Waves of Deep Learning (Why AI Took Decades to Actually Work)

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