In this lesson, you will learn about “introduction to machine learning,” one of the most important topics in data science. Rather than memorizing terms alone, you will aim to explain the mechanisms and reasons in your own words.
Key Point
Machine learning estimates rules from data and evaluates generalization performance using data that was not used for training.
Machine learning estimates rules from data and evaluates generalization performance using data that was not used for training.
Point
- Check not only the conclusion but also the reason for it
- Distinguish similar terms and exceptions
- Try applying the same way of thinking to other examples
Practice
- Explain the key point in two sentences.
- Give one common misunderstanding and explain what is different about it.
- Check it by applying it to a familiar or specific example.