Artificial Intelligence with PHP

English v2

English v2 Русский

English v2

English v2 Русский

Getting Started
Artificial Intelligence
Machine Learning
Neural Networks
Natural Language Processing
- Introduction
- NLP Capabilities in PHP
  - Overview of NLP Libraries in PHP
Computer Vision
- Introduction
Robotics
- Introduction
Cognitive Computing
- Introduction
Expert Systems
- Introduction
AI Ethics and Safety
- Introduction

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Machine Learning

Mathematics for ML

Information Theory

PreviousProbability and Statistics NextAdvanced Topics

Last updated 6 days ago

• Entropy and Information Gain

• Definition of entropy and its significance in measuring uncertainty

• Information gain and its use in decision trees

• Cross-Entropy and Kullback-Leibler Divergence

• Understanding cross-entropy loss in classification problems

• KL divergence as a measure of difference between probability distributions