The Fundamentals of People Analytics
This open access book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available ope...
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| Main Author: | |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
Springer Nature
2023
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| Subjects: | |
| Online Access: | ONIX_20230714_9783031286742_41 |
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| _version_ | 1869514714249166848 |
|---|---|
| author | Starbuck, Craig |
| author_browse | Starbuck, Craig |
| author_facet | Starbuck, Craig |
| author_sort | Starbuck, Craig |
| collection | Directory of Open Access Books |
| description | This open access book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available open-source software. This book does not assume prior knowledge of statistics, how to query databases, or how to write performant code; early chapters include an introduction to R and SQL as well as an overview of statistical foundations. Human capital is an organization’s most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making significant investments to gain a deeper, data-informed understanding of organizational phenomena impacting the bottom line. By the end of this book, readers will be able to: • Design and conduct empirical research • Query and wrangle data using SQL • Profile, clean, and analyze data using R • Apply appropriate statistical and ML models to a range of people analytics use cases • Package and present analyses to communicate impactful insights to stakeholders |
| format | Online |
| id | doab-20.500.12854ir-101491 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1014912025-07-17T10:01:07Z The Fundamentals of People Analytics Starbuck, Craig People analytics Talent analytics People science Organizational research Data science Statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology This open access book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available open-source software. This book does not assume prior knowledge of statistics, how to query databases, or how to write performant code; early chapters include an introduction to R and SQL as well as an overview of statistical foundations. Human capital is an organization’s most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making significant investments to gain a deeper, data-informed understanding of organizational phenomena impacting the bottom line. By the end of this book, readers will be able to: • Design and conduct empirical research • Query and wrangle data using SQL • Profile, clean, and analyze data using R • Apply appropriate statistical and ML models to a range of people analytics use cases • Package and present analyses to communicate impactful insights to stakeholders 2023-07-19T04:38:40Z 2023-07-19T04:38:40Z 2023-07-14T15:43:28Z 2023 book ONIX_20230714_9783031286742_41 https://library.oapen.org/handle/20.500.12657/63962 9783031286742 9783031286735 https://directory.doabooks.org/handle/20.500.12854/101491 eng open access image/jpeg image/jpeg n/a n/a https://library.oapen.org/bitstream/20.500.12657/63962/1/978-3-031-28674-2.pdf https://library.oapen.org/bitstream/20.500.12657/63962/1/978-3-031-28674-2.pdf Springer Nature Springer International Publishing 10.1007/978-3-031-28674-2 10.1007/978-3-031-28674-2 9fa3421d-f917-4153-b9ab-fc337c396b5a 9783031286742 9783031286735 Springer International Publishing 380 Cham open access |
| spellingShingle | People analytics Talent analytics People science Organizational research Data science Statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology Starbuck, Craig The Fundamentals of People Analytics |
| title | The Fundamentals of People Analytics |
| title_full | The Fundamentals of People Analytics |
| title_fullStr | The Fundamentals of People Analytics |
| title_full_unstemmed | The Fundamentals of People Analytics |
| title_short | The Fundamentals of People Analytics |
| title_sort | fundamentals of people analytics |
| topic | People analytics Talent analytics People science Organizational research Data science Statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology |
| topic_facet | People analytics Talent analytics People science Organizational research Data science Statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology |
| url | ONIX_20230714_9783031286742_41 |
| work_keys_str_mv | AT starbuckcraig thefundamentalsofpeopleanalytics AT starbuckcraig fundamentalsofpeopleanalytics |