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WebMar 9, 2024 · Data science is the domain of study that deals with vast volumes of data using modern tools and techniques to find unseen patterns, derive meaningful information, and make business decisions. Data science uses complex machine learning algorithms to build predictive models. WebApr 11, 2024 · ChatGPT has been making waves in the AI world, and for a good reason. This powerful language model developed by OpenAI has the potential to significantly enhance the work of data scientists by assisting in various tasks, such as data cleaning, analysis, and visualization. By using effective prompts, data scientists can harness the … To drive progress in the field of data science, we propose 10 challenge areas for the research community to pursue. Since data science is broad, with methods drawing from computer science, statistics, and other disciplines, and with applications appearing in all sectors, these challenge areas speak to the … 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 I would like to thank Cliff Stein, Gerad Torats-Espinosa, Max Topaz, and Richard Witten for their feedback on earlier renditions of this paper. Many thanks to all Columbia Data Science faculty who have helped me formulate … 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 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 … See more arasalu