Teaching core principles of machine learning with a simple machine learning algorithm: the case of the KNN algorithm in a high school introduction to data science course.
Orit HazzanKoby MikePublished in: Inroads (2022)
Keyphrases
- high school
- machine learning
- data science
- learning algorithm
- knn algorithm
- high school students
- science teachers
- college students
- statistical learning
- knn
- project based learning
- big data
- active learning
- attitudes toward
- k nearest neighbor
- introductory programming
- learning process
- science students
- students studying
- student teachers
- classroom teaching
- neural network
- high school teachers
- teaching practices
- model selection
- text classification
- natural language processing
- support vector machine
- supervised learning
- information extraction
- social media
- reinforcement learning
- data mining