Accelerated apprenticeship: teaching data science problem solving skills at scale.
Lujie ChenArtur DubrawskiPublished in: L@S (2018)
Keyphrases
- cognitive apprenticeship
- data science
- skill acquisition
- critical thinking
- thinking skills
- learning environment
- information literacy
- statistical learning
- declarative knowledge
- communication skills
- big data
- cooperative learning
- mathematical problem solving
- learning strategies
- programming course
- problem based learning
- teaching methods
- intelligent tutoring
- information processing
- helping students
- scientific inquiry
- technical expertise
- machine learning
- higher education
- cognitive skills
- training program
- medical students
- e learning
- information theoretic
- cloud computing
- classroom instruction
- online learning
- data warehouse