Machine Learning

Machine Learning (ML) is a subset of AI that enables systems to learn from data and improve over time without explicit programming. 

Key ML techniques include:

• Supervised Learning: Training models on labeled data (e.g., spam detection)

• Unsupervised Learning: Finding patterns in unlabeled data (e.g., customer segmentation)

• Reinforcement Learning: Reward based learning (e.g., self driving cars)

How ML helps to business

•  Predictive analytics in business

• Computer vision for facial recognition

• Recommendation systems (Netflix, Amazon)

• AI powered cybersecurity