≡ 📜 Contributions by @KGBicheno at [[machine learning]]

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📜 Artificial Intelligence/Introduction to AI/Week 2 - Introduction/Machine Learning.md (contribution by @KGBicheno) ☆ 📎 ≡

Machine Learning

Go to [[Week 2 - Introduction]] or back to the [[Main AI Page]]

Machine Learning Venn Diagram

**Machine Learning, a subset of AI, uses computer algorithms to analyze data and make intelligent decisions based on what it has learned. **

Uses models not rules.

A solid reference I’ve used heavily is Models for machine learning from the IBM developer blog.

Statistical Algorithms

Traditional programming flowchart

Machine Learning Models

Machine learning flowchart

The three types of machine learning

Supervised, Unsupervised, and Reinforcement learning

[[Applications for the three types of machine learning]]

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≡ 📚 Agora location [[machine_learning]] (pulled by the Agora)

📜 Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Machine_Learning.md (contribution by @KGBicheno) ☆ 📎

machine learning

Go back to the [[AI Glossary]]

A program or system that builds (trains) a predictive model from input data. The system uses the learned model to make useful predictions from new (never-before-seen) data drawn from the same distribution as the one used to train the model. Machine learning also refers to the field of study concerned with these programs or systems.

≡ 📚 Agora location [[machinelearning]] (pulled by the Agora)

📜 MachineLearning.md (contribution by @agora@botsin.space) ☆ 📎

[[ctc@mastodon.me.uk]] https://mastodon.me.uk/@ctc/109465727006865422