Machine learning is a subset of artificial intelligence (AI) that focuses on the development of computer programs that can learn from data and make decisions or predictions based on that data.
Key Concepts
- Supervised Learning: The machine learns from a labeled dataset, where the input and output are both known.
- Unsupervised Learning: The machine is given a dataset with no labels, and it tries to find patterns and relationships in the data.
- Reinforcement Learning: The machine learns to make decisions by performing actions and receiving feedback in the form of rewards or penalties.
Common Machine Learning Algorithms
- Linear Regression
- Logistic Regression
- Decision Trees
- Random Forest
- Support Vector Machines
- Neural Networks
Get Started
To dive deeper into machine learning, we recommend exploring our Machine Learning for Beginners course.
Machine Learning Infographic