{"product_id":"stewards-of-data-a-practical-handbook-for-undergraduate-researchers-in-engineering-and-applied-sciences-paperback","title":"Stewards of Data: A Practical Handbook for Undergraduate Researchers in Engineering and Applied Sciences - Paperback","description":"\u003cp\u003eby \u003cb\u003eŞenay Purzer\u003c\/b\u003e (Author), \u003cb\u003eWei Zakharov\u003c\/b\u003e (Author), \u003cb\u003eCarla B. Zoltowski\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eFilled with actionable guides and real-world examples, \u003ci\u003eStewards of Data: A Practical Handbook for Undergraduate Researchers in Engineering and Applied Sciences\u003c\/i\u003e allows readers to utilize the provided templates and guides almost immediately. In today's world, data is ubiquitous and AI is growing exponentially. Practicing ethical data management is, therefore, crucial. Ensuring that data is findable, accessible, interoperable, and reusable is essential. This book is an interdisciplinary effort aimed at embedding ethical data life-cycle management education into undergraduate research. The authors present a Data Steward Framework, which serves as a guide for undergraduate researchers, the graduate students who mentor them, postdocs, and faculty. The toolkit prompts mentors and undergraduates to reason through ethical considerations, future consequences, and trade-off decisions as they plan, collect, describe, manage, visualize, curate, and share their data.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 100\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.21 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 15, 2026\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":71744023265533,"sku":"9781626713901","price":69.98,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/3414\/0157\/files\/mKUOlPj8Zz9781626713901.webp?v=1793299924","url":"https:\/\/booktolia.com\/products\/stewards-of-data-a-practical-handbook-for-undergraduate-researchers-in-engineering-and-applied-sciences-paperback","provider":"booktolia","version":"1.0","type":"link"}