Heliophysics Discovery Tools for the 21st Century: Data Science and Machine Learning Structures and Recommendations for 2020-2050.
Ryan M. McGranaghanB. ThompsonEnrico CamporealeJ. BortnikMonica G. BobraG. LapentaS. WingBala PoduvalS. LotzS. MurrayMichael S. F. KirkT. Y. ChenH. M. BainP. RileyB. TremblayM. CheungVéronique DelouillePublished in: CoRR (2022)
Keyphrases
- st century
- data science
- machine learning
- statistical learning
- big data
- challenges facing
- knowledge discovery
- data mining
- experiential learning
- learning systems
- learning in higher education
- end users
- online learning
- active learning
- recommender systems
- formal education
- early years
- educational technology
- learning algorithm
- model selection
- information systems
- mutual information
- supervised learning
- user interface
- data analysis
- reinforcement learning