Introducing Hr Analytics With Machine Learning
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Introducing Hr Analytics With Machine Learning
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Author : Christopher M. Rosett
language : en
Publisher: Springer Nature
Release Date : 2021-06-14
Introducing Hr Analytics With Machine Learning written by Christopher M. Rosett and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-14 with Psychology categories.
This book directly addresses the explosion of literature about leveraging analytics with employee data and how organizational psychologists and practitioners can harness new information to help guide positive change in the workplace. In order for today’s organizational psychologists to successfully work with their partners they must go beyond behavioral science into the realms of computing and business acumen. Similarly, today’s data scientists must appreciate the unique aspects of behavioral data and the special circumstances which surround HR data and HR systems. Finally, traditional HR professionals must become familiar with research methods, statistics, and data systems in order to collaborate with these new specialized partners and teams. Despite the increasing importance of this diversity of skill, many organizations are still unprepared to build teams with the comprehensive skills necessary to have high performing HR Analytics functions. And importantly, all these considerations are magnified by the introduction and acceleration of machine learning in HR. This book will serve as an introduction to these areas and provide guidance on building the connectivity across domains required to establish well-rounded skills for individuals and best practices for organizations when beginning to apply advanced analytics to workforce data. It will also introduce machine learning and where it fits within the larger HR Analytics framework by explaining many of its basic tenets and methodologies. By the end of the book, readers will understand the skills required to do advanced HR analytics well, as well as how to begin designing and applying machine learning within a larger human capital strategy.
Machine Learning
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Author : Dr. Mohammad Anwarul Siddique, Dr. D. Venkata Siva Reddy, Dr. Ajith V S, Dr. Jyoti Singh
language : en
Publisher: BR Publications
Release Date : 2025-08-28
Machine Learning written by Dr. Mohammad Anwarul Siddique, Dr. D. Venkata Siva Reddy, Dr. Ajith V S, Dr. Jyoti Singh and has been published by BR Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-28 with Computers categories.
Machine Learning is a branch of Artificial Intelligence (AI) that enables computers to learn patterns and make decisions from data without being explicitly programmed. It involves developing algorithms and statistical models that allow systems to automatically improve their performance through experience. ML techniques are widely used in diverse domains such as image and speech recognition, predictive analytics, healthcare, finance, and robotics. The major categories of ML include supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning.
Proceedings Of International Conference On Deep Learning Computing And Intelligence
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Author : Gunasekaran Manogaran
language : en
Publisher: Springer Nature
Release Date : 2022-04-26
Proceedings Of International Conference On Deep Learning Computing And Intelligence written by Gunasekaran Manogaran and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-26 with Technology & Engineering categories.
This book gathers selected papers presented at the International Conference on Deep Learning, Computing and Intelligence (ICDCI 2021), organized by Department of Information Technology, SRM Institute of Science and Technology, Chennai, India, during January 7–8, 2021. The conference is sponsored by Scheme for Promotion of Academic and Research Collaboration (SPARC) in association with University of California, UC Davis and SRM Institute of Science and Technology. The book presents original research in the field of deep learning algorithms and medical imaging systems, focusing to address issues and developments in recent approaches, algorithms, mechanisms, and developments in medical imaging.
Internal Marketing Issues And Perspectives For Internal Customer Centric Management
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Author : Pantea Foroudi
language : en
Publisher: Springer Nature
Release Date : 2024-09-21
Internal Marketing Issues And Perspectives For Internal Customer Centric Management written by Pantea Foroudi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-21 with Business & Economics categories.
There has been a growing interest in the subject of internal marketing: issues and perspectives, principles, foundations and concepts in recent years amongst academics and practitioners because there is a belief that successful and improvement in a competitive market gains through deliver better service to customer (firstly, to internal customers; i.e., employees of organization) and create satisfaction in them which in turn influence consumer patronage and loyalty, and consumer decision-making. The significant role of the internal marketing is to developing and maintaining relationships with the internal stakeholders of a contemporary organisation. There is an extensive belief in today's society on how the company viewed by key stakeholders such as investors and shareholders, consumers and customers (both internal and external), members of the community and employees in which the company resides.The challenge is to explore new and effective ways to harness the power of the communication opportunities it presents to engage with stakeholders in interactive, immediate and innovative ways. Any successful communication campaign will include them in its strategy. We view the study of the relationship between internal marketing, internal and external stakeholders, and companies to be timely topics for further investigation.
Human Resource Management
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Author : Rinku
language : en
Publisher: Thakur Publication Private Limited
Release Date : 2025-04-01
Human Resource Management written by Rinku and has been published by Thakur Publication Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-01 with Business & Economics categories.
MBA, SECOND SEMESTER According to the New Syllabus of ‘Kurukshetra University, Kurukshetra’ based on NEP-2020
Hr Analytics For Business Excellence
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Author : Dr. Manisha L. Waghmode
language : en
Publisher: RK Publication
Release Date : 2024-09-10
Hr Analytics For Business Excellence written by Dr. Manisha L. Waghmode and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-10 with Business & Economics categories.
"HR Analytics for Business Excellence" explores the transformative power of data-driven decision-making in human resource management. This book provides comprehensive insights into leveraging analytics to enhance employee performance, optimize talent acquisition, and improve overall organizational effectiveness. It delves into key metrics, analytical tools, and case studies, illustrating how HR analytics can drive strategic initiatives, foster a culture of continuous improvement, and ultimately contribute to business success. By integrating analytics into HR practices, organizations can make informed decisions that align with their goals and enhance their competitive advantage.
Convergence Of Business And Technology
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Author : Dr. S. Usha
language : en
Publisher: Beyond Line Publisher
Release Date :
Convergence Of Business And Technology written by Dr. S. Usha and has been published by Beyond Line Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
This book dives deep into the crucial intersection of business and technology, two forces shaping our world. It's a practical guide for executives, business owners, and anyone who wants to understand how technology is transforming industries and corporate strategies. With this book you can discover the real impact of technology, business-technology convergence, adapting to change, practical insights and unveil the intricacies. Don't be left behind. "The Convergence of Business and Technology" equips you with the knowledge and tools you need to thrive in this rapidly evolving digital age.
Applied Artificial Intelligence 2 Medicine Biology Chemistry Financial Games Engineering
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Author : Nenad Filipović
language : en
Publisher: Springer Nature
Release Date : 2024-05-26
Applied Artificial Intelligence 2 Medicine Biology Chemistry Financial Games Engineering written by Nenad Filipović and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-26 with Computers categories.
The book Applied Artificial Intelligence 2: Medicine, Biology, Chemistry, Financial, Games, Engineering is providing exceptional chapters of the state-of-the-art research knowledge and results on the innovative theories, methodology and applications of artificial intelligence and its sub-domain like deep learning, machine learning in different areas such as medicine, economy, education, law, smart city, government, industry etc. Innovative research ideas on how to solve problems using artificial intelligence, both in R&D and real-time applications are presented. Chapters describe the advanced prototypes, systems, methodologies, tools and techniques and general survey papers, which indicate future directions. These Chapters are extended papers from the Second Serbian International Conference on Applied Artificial Intelligence (SICAAI), which was held in Kragujevac, Serbia, on May 19-20, 2023
Introduction To People Analytics
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Author : Nadeem Khan
language : en
Publisher: Kogan Page Publishers
Release Date : 2023-07-03
Introduction To People Analytics written by Nadeem Khan and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-03 with Business & Economics categories.
How can HR practitioners with little or no experience of analytics feel confident in their ability to find, analyse and use workforce data to make better business decisions? This book has the answers. An understanding of people analytics is a crucial skill for all HR professionals. This new edition provides expert guidance on the key aspects of analytics, enabling all HR professionals to feel confident in their ability to handle employee and organizational data. It features new material on applying data to respond to external disruption such as COVID-19 as well as how to develop a people analytics journey. There is also advice on recruiting people analytics specialists and embedding new data-driven operating models within HR. This book is essential reading for all HR professionals to develop understanding of how and where HR analytics can make a tangible difference to organizations. With updated case studies and thought leadership examples from companies including NHS, AstraZeneca and Swarovski, this book demonstrates how people analytics can be leveraged to improve culture and employee engagement, increase performance and reduce costs.
Introduction To Hr Technologies
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Author : Stacey Harris
language : en
Publisher: Kogan Page Publishers
Release Date : 2021-07-03
Introduction To Hr Technologies written by Stacey Harris and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-03 with Business & Economics categories.
Technology can have huge benefits for the HR function. Whether it's saving time by streamlining processes, boosting engagement by enabling analysis of people data or improving employee development by allowing staff to access the content they need on different platforms, wherever and whenever they need it; the opportunities are vast. However, with more apps, software and platforms than ever before, the volume and variety of available technologies can be overwhelming. This makes it extremely difficult for HR professionals to know where to start when assessing what technologies are out there and which are worth investing in. Introduction to HR Technologies addresses these issues in clear, accessible and jargon-free language and is an indispensable guide for HR professionals needing to get to grips with technologies and understand how to use them to add tangible business value. Covering all the core areas of HR including recruitment, performance management, learning and development (L&D) and reward, Introduction to HR Technologies allows practitioners to identify areas where technologies can be used to drive performance and what to look for when assessing technological solutions. There is also discussion of artificial intelligence (AI), machine learning and the Internet of Things (IoT) and what they mean for HR. This book is essential reading for all HR professionals looking to use technology confidently to increase performance, improve processes and add value to both employees and the business as a whole.