Guerrilla analytics: techniques for managing data and analytics teams
Project data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This book covers: guerrilla a...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
2015
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| Series: | Savvy manager's guides
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| Subjects: | |
| Online Access: | FAW01 FLA01 Volltext |
| Summary: | Project data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This book covers: guerrilla analytics principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting; reproducible, traceable analytics; practice tips and war stories based on real-world project challenges encountered in consulting, pre-sales and research; preparing for battle: how to set up a team's analytics environment in terms of tooling, skill sets, workflows and conventions; data gymnastics: over a dozen analytics patterns that a team will encounter again and again in projects. -- |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | 1 online resource illustrations |
| ISBN: | 9780128005033 0128005033 9781322158488 1322158487 0128002182 9780128002186 |
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| id | DE-604.BV044391270 |
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| indexdate | 2024-07-10T07:51:40Z |
| institution | BVB |
| isbn | 9780128005033 0128005033 9781322158488 1322158487 0128002182 9780128002186 |
| language | English |
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| physical | 1 online resource illustrations |
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| publishDate | 2015 |
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| series2 | Savvy manager's guides |
| spelling | Ridge, Enda Verfasser aut Guerrilla analytics techniques for managing data and analytics teams Enda Ridge 2015 1 online resource illustrations txt rdacontent c rdamedia cr rdacarrier Savvy manager's guides Includes bibliographical references and index Project data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This book covers: guerrilla analytics principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting; reproducible, traceable analytics; practice tips and war stories based on real-world project challenges encountered in consulting, pre-sales and research; preparing for battle: how to set up a team's analytics environment in terms of tooling, skill sets, workflows and conventions; data gymnastics: over a dozen analytics patterns that a team will encounter again and again in projects. -- COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenanalyse (DE-588)4123037-1 gnd rswk-swf Datenanalyse (DE-588)4123037-1 s 1\p DE-604 http://www.sciencedirect.com/science/book/9780128002186 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Ridge, Enda Guerrilla analytics techniques for managing data and analytics teams COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4123037-1 |
| title | Guerrilla analytics techniques for managing data and analytics teams |
| title_auth | Guerrilla analytics techniques for managing data and analytics teams |
| title_exact_search | Guerrilla analytics techniques for managing data and analytics teams |
| title_full | Guerrilla analytics techniques for managing data and analytics teams Enda Ridge |
| title_fullStr | Guerrilla analytics techniques for managing data and analytics teams Enda Ridge |
| title_full_unstemmed | Guerrilla analytics techniques for managing data and analytics teams Enda Ridge |
| title_short | Guerrilla analytics |
| title_sort | guerrilla analytics techniques for managing data and analytics teams |
| title_sub | techniques for managing data and analytics teams |
| topic | COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Data mining Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | COMPUTERS / Database Management / Data Mining Data mining Datenanalyse |
| url | http://www.sciencedirect.com/science/book/9780128002186 |
| work_keys_str_mv | AT ridgeenda guerrillaanalyticstechniquesformanagingdataandanalyticsteams |