Link: Data science
Machine learning is one way to use Artificial Intelligence.
Machine learning vs Statistical learning
They are closely related fields. However:
Statistical learning
Statistical learning focuses on developing models that can make predictions or inferences based on data. It emphasizes the use of statistical methods to estimate function f, including using Linear regresssion, Logistic regression, Multiple regression, Bayes classifier and Hypothesiss testing to discover patterns and relationships in data.
Machine learning and application
Meanwhile, machine learning is a broader field, which covers statistical learning and other techniques. The application of machine learning has a wider range, such as:
- Image recognition
- Natural language processing (NLP)
- Fraud detection
- Autonomous driving
Types of machine learning
- Supervised learning
- Unsupervised learning