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Title: :  Survey on HR Analytics using Power BI, Data visualisation and Machine Learning
PaperId: :  19716
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19716
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ms. Ankita Anil PatilGenba Sopanrao Moze College of Engineering, Balewadi
Ms. Rashmi Mrugank ShahGenba Sopanrao Moze College of Engineering, Balewadi
Ms. Anisha Anil KhamkarGenba Sopanrao Moze College of Engineering, Balewadi
Prof. Ashvini Ganesh BhosaleGenba Sopanrao Moze College of Engineering, Balewadi

Abstract

Computer Engineering
Machine Learning, Power BI, Data Visualization, Attrition rate prediction, Due for promotion.
A HR dashboard is an advanced analytics tool that displays important HR metrics using interactive data visualizations. It helps the human resources department to improve recruiting processes, optimize the workplace management as well as to monitor and enhance the overall employee performance. HR Analytics applies various analytic tools and generates reports. It provides a better insight to the various issues related to the HR activities. The aim in this project is to present the history of the organization how many employee working, gender and salary structure and performance using machine learning algorithm and predicts promotion chances. It also predicts the attrition rate of an organization. This visualization shows statical information on a dashboard. Human resource HR analytics have the potential to bring great value to the decision making the ability of HR leaders on human and organizational capital. Human resource analytics are useful for improving employee performance and getting an optimal return on investment on its human capital.

Citations

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IJARIIE Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. "Survey on HR Analytics using Power BI, Data visualisation and Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 1861-1864
MLA Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. "Survey on HR Analytics using Power BI, Data visualisation and Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 1861-1864.
APA Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, & Prof. Ashvini Ganesh Bhosale. (2023). Survey on HR Analytics using Power BI, Data visualisation and Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 1861-1864.
Chicago Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. "Survey on HR Analytics using Power BI, Data visualisation and Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 1861-1864.
Oxford Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. 'Survey on HR Analytics using Power BI, Data visualisation and Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 1861-1864. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Survey_on_HR_Analytics_using_Power_BI__Data_visualisation_and_Machine_Learning_ijariie19716.pdf (Accessed : 25 May 2024).
Harvard Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. (2023) 'Survey on HR Analytics using Power BI, Data visualisation and Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 1861-1864IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Survey_on_HR_Analytics_using_Power_BI__Data_visualisation_and_Machine_Learning_ijariie19716.pdf (Accessed : 25 May 2024)
IEEE Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale, "Survey on HR Analytics using Power BI, Data visualisation and Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 1861-1864, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Survey_on_HR_Analytics_using_Power_BI__Data_visualisation_and_Machine_Learning_ijariie19716.pdf [Accessed : 25 May 2024].
Turabian Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. "Survey on HR Analytics using Power BI, Data visualisation and Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (25 May 2024).
Vancouver Ms. Ankita Anil Patil, Ms. Rashmi Mrugank Shah, Ms. Anisha Anil Khamkar, and Prof. Ashvini Ganesh Bhosale. Survey on HR Analytics using Power BI, Data visualisation and Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 25 May 2024]; 9(2) : 1861-1864. Available from: https://ijariie.com/AdminUploadPdf/Survey_on_HR_Analytics_using_Power_BI__Data_visualisation_and_Machine_Learning_ijariie19716.pdf
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