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Teaching Programming for First-Year Data Science

Joshua Burridge, Alan Fekete
2022 Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 1  
This paper describes experiences in teaching Python programming as part of a large-enrolment first-year subject, that is a foundation for an undergraduate major in data science and it is also taken by  ...  Particular aspects that are the focus in this paper include: teaching programming through a sequence of common patterns/idioms for data exploration and analysis, rather than in the language-feature focus  ...  ACKNOWLEDGMENTS Uwe Röhm and Jean Yang guided design of the data science major. Session: Programming in context ITiCSE 2022, July 8-13, 2022, Dublin, Ireland  ... 
doi:10.1145/3502718.3524740 fatcat:wv5tf5vutbbg5lfod5pgxrljaq

Development of in silico models to support repeat dose safety assessment of cosmetic ingredients to humans

MD Nelms
2016
or data from the literature, which do not give sufficient experimental details and which are only listed in short abstracts or secondary literature (books, reviews, etc.)"  ...  Step 2 Data recording in Microsoft Excel spreadsheet The following steps were undertaken to input the information retrieved from the SCC(NF)P/SCCS report into a Microsoft Excel spreadsheet.  ... 
doi:10.24377/ljmu.t.00004424 fatcat:mwri3qcs7rgt5cbqfk5eyx5wtm