Artificial Intelligence
What is Machine Learning
AI branch where systems learn from data
Machine Learning (ML) — a branch of artificial intelligence where systems automatically learn from data and improve their performance without explicit programming.
Types of Machine Learning
- Supervised Learning — model learns from labeled data
- Unsupervised Learning — finding patterns in unlabeled data
- Reinforcement Learning — learning through environment interaction
Algorithms
- Linear and logistic regression
- Decision trees and random forest
- Support Vector Machines (SVM)
- Neural networks
- Clustering (K-means)
Business Applications
- Sales and demand forecasting
- Recommendation systems
- Fraud detection
- Customer segmentation
- Predictive maintenance