Data Science For Librarians
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Data Science For Librarians
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Author : Yunfei Du
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2020-03-26
Data Science For Librarians written by Yunfei Du and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-26 with Language Arts & Disciplines categories.
This unique textbook intersects traditional library science with data science principles that readers will find useful in implementing or improving data services within their libraries. Data Science for Librarians introduces data science to students and practitioners in library services. Writing for academic, public, and school library managers; library science students; and library and information science educators, authors Yunfei Du and Hammad Rauf Khan provide a thorough overview of conceptual and practical tools for data librarian practice. Partially due to how quickly data science evolves, libraries have yet to recognize core competencies and skills required to perform the job duties of a data librarian. As society transitions from the information age into the era of big data, librarians and information professionals require new knowledge and skills to stay current and take on new job roles, such as data librarianship. Such skills as data curation, research data management, statistical analysis, business analytics, visualization, smart city data, and learning analytics are relevant in library services today and will become increasingly so in the near future. This text serves as a tool for library and information science students and educators working on data science curriculum design.
Hands On Data Science For Librarians
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Author : Sarah Lin
language : en
Publisher: CRC Press
Release Date : 2023-05-09
Hands On Data Science For Librarians written by Sarah Lin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-09 with Business & Economics categories.
Librarians understand the need to store, use and analyze data related to their collection, patrons and institution, and there has been consistent interest over the last 10 years to improve data management, analysis, and visualization skills within the profession. However, librarians find it difficult to move from out-of-the-box proprietary software applications to the skills necessary to perform the range of data science actions in code. This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, machine learning, and others. While there’s a place for theory, ethics, and statistical methods, librarians need a tool to help them acquire enough facility with R to utilize data science skills in their daily work, no matter what type of library they work at (academic, public or special). By walking through each skill and its application to library work before walking the reader through each line of code, this book will support librarians who want to apply data science in their daily work. Hands-On Data Science for Librarians is intended for librarians (and other information professionals) in any library type (public, academic or special) as well as graduate students in library and information science (LIS). Key Features: Only data science book available geared toward librarians that includes step-by-step code examples Examples include all library types (public, academic, special) Relevant datasets Accessible to non-technical professionals Focused on job skills and their applications
Data Science For Librarians
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Author : Jason Miller
language : en
Publisher: SD
Release Date : 2024-05-07
Data Science For Librarians written by Jason Miller and has been published by SD this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-07 with Language Arts & Disciplines categories.
Discover the transformative potential of data science in the world of libraries with this comprehensive guide tailored specifically for librarians seeking to enhance their professional expertise. Delving into the intersection of information science and cutting-edge data analytics, this book equips readers with the knowledge and skills needed to harness the power of data for informed decision-making and innovative service delivery. From understanding the fundamentals of data science to implementing advanced techniques like machine learning and text mining, each chapter offers practical insights and real-world examples that illuminate the path forward. Readers will learn how to collect, clean, and analyze data effectively, uncovering valuable insights that can drive strategic initiatives and optimize library resources. But this book is more than just a technical manual-it's a roadmap for librarians navigating the complexities of the digital age. With a focus on ethical considerations, privacy protection, and staying ahead of emerging trends, it empowers librarians to leverage data responsibly and ethically, ensuring that their practices uphold the core values of librarianship. Whether you're a seasoned professional looking to expand your skill set or a newcomer eager to explore the possibilities of data science, this book is your indispensable companion on the journey to unlocking the full potential of libraries in the 21st century.
Data Science For Librarians
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Author : Yunfei Du
language : en
Publisher: Libraries Unlimited
Release Date : 2020-03-26
Data Science For Librarians written by Yunfei Du and has been published by Libraries Unlimited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-26 with Computers categories.
More data, more problems -- A new strand of librarianship -- Data creation and collection -- Data for the academic librarian -- Research data services and the library ecosystem -- Data sources -- Data curation (archiving/preservation) -- Data storage, management, and retrieval -- Data analysis and visualization -- Data ethics and policies -- Data for public libraries and special libraries -- Conclusion: library, information, and data science.
Practical Data Science For Information Professionals
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Author : David Stuart
language : en
Publisher: Facet Publishing
Release Date : 2020-07-24
Practical Data Science For Information Professionals written by David Stuart and has been published by Facet Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-24 with Language Arts & Disciplines categories.
Practical Data Science for Information Professionals provides an accessible introduction to a potentially complex field, providing readers with an overview of data science and a framework for its application. It provides detailed examples and analysis on real data sets to explore the basics of the subject in three principle areas: clustering and social network analysis; predictions and forecasts; and text analysis and mining. As well as highlighting a wealth of user-friendly data science tools, the book also includes some example code in two of the most popular programming languages (R and Python) to demonstrate the ease with which the information professional can move beyond the graphical user interface and achieve significant analysis with just a few lines of code. After reading, readers will understand: · the growing importance of data science · the role of the information professional in data science · some of the most important tools and methods that information professionals can use. Bringing together the growing importance of data science and the increasing role of information professionals in the management and use of data, Practical Data Science for Information Professionals will provide a practical introduction to the topic specifically designed for the information community. It will appeal to librarians and information professionals all around the world, from large academic libraries to small research libraries. By focusing on the application of open source software, it aims to reduce barriers for readers to use the lessons learned within.
Data Science In The Library
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Author : Joel Herndon
language : en
Publisher:
Release Date : 2022
Data Science In The Library written by Joel Herndon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Big data categories.
This book considers the current environment for data driven research, instruction, and consultation from a variety of faculty and library perspectives and suggests strategies for engaging with the tools and methods of data driven research.
Handbook Of Research On Academic Libraries As Partners In Data Science Ecosystems
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Author : Mani, Nandita S.
language : en
Publisher: IGI Global
Release Date : 2022-05-06
Handbook Of Research On Academic Libraries As Partners In Data Science Ecosystems written by Mani, Nandita S. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-06 with Language Arts & Disciplines categories.
Beyond providing space for data science activities, academic libraries are often overlooked in the data science landscape that is emerging at academic research institutions. Although some academic libraries are collaborating in specific ways in a small subset of institutions, there is much untapped potential for developing partnerships. As library and information science roles continue to evolve to be more data-centric and interdisciplinary, and as research using a variety of data types continues to proliferate, it is imperative to further explore the dynamics between libraries and the data science ecosystems in which they are a part. The Handbook of Research on Academic Libraries as Partners in Data Science Ecosystems provides a global perspective on current and future trends concerning the integration of data science in libraries. It provides both a foundational base of knowledge around data science and explores numerous ways academicians can reskill their staff, engage in the research enterprise, contribute to curriculum development, and help build a stronger ecosystem where libraries are part of data science. Covering topics such as data science initiatives, digital humanities, and student engagement, this book is an indispensable resource for librarians, information professionals, academic institutions, researchers, academic libraries, and academicians.
Library Improvement Through Data Analytics
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Author : Lesley S. J. Farmer
language : en
Publisher: ALA Neal-Schuman
Release Date : 2016-05-26
Library Improvement Through Data Analytics written by Lesley S. J. Farmer and has been published by ALA Neal-Schuman this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-26 with Language Arts & Disciplines categories.
This book's clear, concise coverage will enable readers of every experience level to gain a better understanding of statistics in order to facilitate library improvement.
The Medical Library Association Guide To Data Management For Librarians
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Author : Lisa Federer
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2016-09-15
The Medical Library Association Guide To Data Management For Librarians written by Lisa Federer and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-15 with Language Arts & Disciplines categories.
Technological advances and the rise of collaborative, interdisciplinary approaches have changed the practice of research. The 21st century researcher not only faces the challenge of managing increasingly complex datasets, but also new data sharing requirements from funders and journals. Success in today’s research enterprise requires an understanding of how to work effectively with data, yet most researchers have never had any formal training in data management. Libraries have begun developing services and programs to help researchers meet the demands of the data-driven research enterprise, giving librarians exciting new opportunities to use their expertise and skills. The Medical Library Association Guide to Data Management for Librarians highlights the many ways that librarians are addressing researchers’ changing needs at a variety of institutions, including academic, hospital, and government libraries. Each chapter ends with “pearls of wisdom,” a bulleted list of 5-10 takeaway messages from the chapter that will help readers quickly put the ideas from the chapter into practice. From theoretical foundations to practical applications, this book provides a background for librarians who are new to data management as well as new ideas and approaches for experienced data librarians.
The Academic Librarian In The Digital Age
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Author : Tom Diamond
language : en
Publisher: McFarland
Release Date : 2020-09-07
The Academic Librarian In The Digital Age written by Tom Diamond and has been published by McFarland this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-07 with Language Arts & Disciplines categories.
As new technology and opportunities emerge through the revolutionary impacts of the digital age, the function of libraries and librarians and how they provide services to constituents is rapidly changing. The impact of new technology touches everything from libraries' organizational structures, business models, and workflow processes, to position descriptions and the creation of new positions. As libraries are required to make operational adjustments to meet the growing technological demands of libraries' customer bases and provide these services, librarians must be flexible in adapting to this fast-moving environment. This volume shares the unique perspectives and experiences of librarians on the front lines of this technological transformation. The essays within provide details of both the practical applications of surviving, adapting, and growing when confronted with changing roles and responsibilities, as well as a big picture perspective of the changing roles impacting libraries and librarians. This book strives to be a valuable tool for librarians involved in public and technical services, digital humanities, virtual and augmented reality, government documents, information technology, and scholarly communication.