Introduction of Machine Learning (in Points)

• Machine Learning (ML) is a branch of Artificial Intelligence (AI).

• It enables computers to learn from data without explicit programming.

• ML systems identify patterns, trends, and relationships in data.

• Algorithms and statistical models are used to make predictions or decisions.

• Performance improves as more data is provided to the system.

• Main types of machine learning:

  • Supervised Learning – uses labeled data.

  • Unsupervised Learning – works with unlabeled data.

  • Reinforcement Learning – learns through rewards and penalties.

• Machine learning is widely used in daily applications like recommendations and spam filters.

• It plays an important role in healthcare, finance, education, and marketing.

• ML supports automation, accuracy, and data-driven decision-making.

• It is a key technology shaping the future of intelligent systems.