30.3.2. Types of Machine Learning

Try these first

1. 1.

   What type of learning uses labeled data?

   Hint

   Think about predictions based on known examples.

2. 2.

   Name one algorithm used in unsupervised learning.

   Hint

   It's used for grouping data.

3. 3.

   What type of machine learning is concerned with labeled data?

   • Supervised
   • Unsupervised
   • Reinforced

   Hint

   Is it the one that predicts based on previous answers or no?

4. 4.

   True or False: Unsupervised learning requires labeled input data.

   • True
   • False

   Hint

   Check if it can work without knowing the answers.

5. 5.

   Evaluate a scenario in a smart city where all three types of machine learning can be applied and discuss their interactions.

   Hint

   Consider how each type informs the others.

6. 6.

   Design a simplistic machine that utilizes all three learning types in a construction setting. Describe how they would interact.

   Hint

   Think about a system that can learn and adapt in various ways.