Ten Research Challenge Areas in Data Science. 1. Scientific Understanding of Learning, Especially Deep Learning Algorithms. As much as we admire the astonishing successes of deep learning, we ... 2. Causal Reasoning. 3. Precious Data. 4. Multiple, Heterogeneous Data Sources. 5. Inferring From Noisy ... See more To drive progress in the field of data science, we propose 10 challenge areas for the research community to pursue. Since data science is … See more So, let’s ask an easier question, one that also underlies any field of study: What are the research challenge areas that drive the study of data … See more Data science is a field of study: one can get a degree in data science, get a job as a data scientist, and get funded to do data science research. But is data science a discipline, that is, a … See more As many universities and colleges are creating new data science schools, institutes, centers, and so on (Wing et al., 2024), it is worth reflecting on data science as a field. Will data science as an area of research and … See more WebHere is a list of more interesting and advanced topics: 11. Discriminant analysis 12. Association rules 13. Cluster analysis 14. Time series 15. Regression-based forecasting …
Computer Science Research Topics - Career Karma
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10 Best Research and Thesis Topic Ideas for Data Science in 2024
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