Bibliography for English 146DS (W 2023) — Class 9
The following is the part of the English 146DS bibliography relevant to this class. (Also see: cumulative course bibliography.)
4862417
Class9
items
1
chicago-fullnote-bibliography
0
author
asc
1
1
1
12910
https://alanyliu.org/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3A%22zotpress-3271463f17529a475550ca2b786fcdf4%22%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%226SDI4ZRW%22%2C%22library%22%3A%7B%22id%22%3A4862417%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Kotu%20and%20Deshpande%22%2C%22parsedDate%22%3A%222019-01-01%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%3Cdiv%20class%3D%5C%22csl-bib-body%5C%22%20style%3D%5C%22line-height%3A%201.35%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%5C%22%3E%5Cn%20%20%3Cdiv%20class%3D%5C%22csl-entry%5C%22%3EKotu%2C%20Vijay%2C%20and%20Bala%20Deshpande.%20%26%23x201C%3BData%20Science%20Process.%26%23x201D%3B%20In%20%3Ci%3EData%20Science%20%28Second%20Edition%29%3C%5C%2Fi%3E%2C%20edited%20by%20Vijay%20Kotu%20and%20Bala%20Deshpande%2C%2019%26%23x2013%3B37.%20Morgan%20Kaufmann%2C%202019.%20https%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2FB978-0-12-814761-0.00002-2.%20%3Ca%20title%3D%27Cite%20in%20RIS%20Format%27%20class%3D%27zp-CiteRIS%27%20href%3D%27https%3A%5C%2F%5C%2Falanyliu.org%5C%2Fwp-content%5C%2Fplugins%5C%2Fzotpress%5C%2Flib%5C%2Frequest%5C%2Frequest.cite.php%3Fapi_user_id%3D4862417%26amp%3Bitem_key%3D6SDI4ZRW%27%3ECite%3C%5C%2Fa%3E%20%3C%5C%2Fdiv%3E%5Cn%3C%5C%2Fdiv%3E%22%2C%22data%22%3A%7B%22itemType%22%3A%22bookSection%22%2C%22title%22%3A%22Data%20Science%20Process%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vijay%22%2C%22lastName%22%3A%22Kotu%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Bala%22%2C%22lastName%22%3A%22Deshpande%22%7D%2C%7B%22creatorType%22%3A%22editor%22%2C%22firstName%22%3A%22Vijay%22%2C%22lastName%22%3A%22Kotu%22%7D%2C%7B%22creatorType%22%3A%22editor%22%2C%22firstName%22%3A%22Bala%22%2C%22lastName%22%3A%22Deshpande%22%7D%5D%2C%22abstractNote%22%3A%22Successfully%20uncovering%20patterns%20using%20data%20science%20is%20an%20iterative%20process.%20This%20chapter%20provides%20a%20framework%20to%20solve%20a%20data%20science%20problem.%20The%20five-step%20process%20outlined%20in%20this%20chapter%20provides%20guidelines%20on%20gathering%20subject%20matter%20expertise%3B%20exploring%20the%20data%20with%20statistics%20and%20visualization%3B%20building%20a%20model%20using%20data%20science%20algorithms%3B%20testing%20the%20model%20and%20deploying%20it%20in%20a%20production%20environment%3B%20and%20finally%20reflecting%20on%20new%20knowledge%20gained%20in%20the%20cycle.%20Over%20the%20years%20of%20evolution%20of%20data%20mining%20and%20data%20science%20practices%2C%20different%20frameworks%20have%20been%20put%20forward%20by%20various%20academic%20and%20commercial%20bodies%2C%20like%20the%20Cross%20Industry%20Standard%20Process%20for%20Data%20Mining%2C%20knowledge%20discovery%20in%20databases%2C%20etc.%20These%20data%20science%20frameworks%20exhibit%20common%20characteristics%2C%20and%20hence%2C%20generic%20framework%20closely%20resembling%20the%20CRISP%20process%20will%20be%20used.%22%2C%22bookTitle%22%3A%22Data%20Science%20%28Second%20Edition%29%22%2C%22date%22%3A%22January%201%2C%202019%22%2C%22language%22%3A%22en%22%2C%22ISBN%22%3A%22978-0-12-814761-0%22%2C%22url%22%3A%22http%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FB9780128147610000022%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222022-12-01T00%3A15%3A12Z%22%7D%7D%2C%7B%22key%22%3A%22P6WZC2LH%22%2C%22library%22%3A%7B%22id%22%3A4862417%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Stodden%22%2C%22parsedDate%22%3A%222020%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%3Cdiv%20class%3D%5C%22csl-bib-body%5C%22%20style%3D%5C%22line-height%3A%201.35%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%5C%22%3E%5Cn%20%20%3Cdiv%20class%3D%5C%22csl-entry%5C%22%3EStodden%2C%20Victoria.%20%26%23x201C%3BThe%20Data%20Science%20Life%20Cycle%3A%20A%20Disciplined%20Approach%20to%20Advancing%20Data%20Science%20as%20a%20Science.%26%23x201D%3B%20%3Ci%3ECommunications%20of%20the%20ACM%3C%5C%2Fi%3E%2063%2C%20no.%207%20%282020%29%3A%2058%26%23x2013%3B66.%20%3Ca%20href%3D%27https%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1145%5C%2F3360646%27%3Ehttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1145%5C%2F3360646%3C%5C%2Fa%3E.%20%3Ca%20title%3D%27Cite%20in%20RIS%20Format%27%20class%3D%27zp-CiteRIS%27%20href%3D%27https%3A%5C%2F%5C%2Falanyliu.org%5C%2Fwp-content%5C%2Fplugins%5C%2Fzotpress%5C%2Flib%5C%2Frequest%5C%2Frequest.cite.php%3Fapi_user_id%3D4862417%26amp%3Bitem_key%3DP6WZC2LH%27%3ECite%3C%5C%2Fa%3E%20%3C%5C%2Fdiv%3E%5Cn%3C%5C%2Fdiv%3E%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22The%20Data%20Science%20Life%20Cycle%3A%20A%20Disciplined%20Approach%20to%20Advancing%20Data%20Science%20as%20a%20Science%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Victoria%22%2C%22lastName%22%3A%22Stodden%22%7D%5D%2C%22abstractNote%22%3A%22A%20cycle%20that%20traces%20ways%20to%20define%20the%20landscape%20of%20data%20science.%22%2C%22date%22%3A%222020%22%2C%22language%22%3A%22en%22%2C%22DOI%22%3A%2210.1145%5C%2F3360646%22%2C%22ISSN%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fcacm.acm.org%5C%2Fmagazines%5C%2F2020%5C%2F7%5C%2F245700-the-data-science-life-cycle%5C%2Ffulltext%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222022-12-01T00%3A15%3A40Z%22%7D%7D%5D%7D
Kotu, Vijay, and Bala Deshpande. “Data Science Process.” In Data Science (Second Edition), edited by Vijay Kotu and Bala Deshpande, 19–37. Morgan Kaufmann, 2019. https://doi.org/10.1016/B978-0-12-814761-0.00002-2. Cite
Stodden, Victoria. “The Data Science Life Cycle: A Disciplined Approach to Advancing Data Science as a Science.” Communications of the ACM 63, no. 7 (2020): 58–66. https://doi.org/10.1145/3360646. Cite
