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Predictive HR Analytics, Text Mining & Organizational Network Analysis with Excel de Mong Shen Ng

Descripción - Reseña del editor Predictive HR Analytics, Text Mining & Organizational Network Analysis (ONA) are hot topics and powerful techniques to improve organization effectiveness. Best Buy is able to predict that a 0.1% increase in employee engagement results in an increase of $100,000 in the store’s annual income! VoloMetrix found that a salesperson’s network size within their company is a more important leading indicator of sales, than the time salespeople spend with customers! You don't need to spend months learning R programming & you don't need to buy expensive SPSS statistical software. This is the only book that teaches you how to use Microsoft Excel for Predictive HR Analytics, Text Mining & Organizational Network Analysis (ONA) with step-by-step print-screen instructions: 1) Predictive HR Analytics: Use Excel’s Statistical Analysis tools (Decision trees, Correlation, Multiple & Logistic Regression) to run Predictive HR Analytics. You will learn how to predict Ethnic & Gender Diversity’s impact on EBIT, predict training’s impact on sales revenue, predict employee resignation, predict impact of staff engagement on sales, predict workplace accident, etc.2) Organizational Network Analysis (ONA): Run ONA using Excel's network analysis tool. Learn how to convert an employee’s organizational network into a score & then predict if they will be a high-potential (HiPo). You will also learn how to predict employee performance and resignation with ONA graph metrics. E.g. an employee is predicted to be a HiPo with performance rating of “9”, if his “Social Network Score” is “16”, “Social Network Diversity Index” is “3” & “Competency Score” is “8”. 3) Text Mining, Sentiment Analysis & Word Clouds: Mine text from social network posts, employee engagement surveys & Glassdoor comments, then run Sentiment Analysis using Excel & visualize the insights with “Word Clouds”. Learn how to predict a company’s average employee attrition rate based on its sentiment. E.g. a company’s average employee attrition rate is predicted to be 8%, if unemployment rate is 3%, GDP growth is 2%, Glassdoor public sentiment rating is “5”, and engagement score is “7”.

Predictive hr analytics, text mining amp organizational predictive hr analytics, text mining amp organizational network analysis with excel kindle edition by ng, mong shen download it once and read it on your kindle device, pc, phones or tablets use features like bookmarks, note taking and highlighting while reading predictive hr analytics, text mining amp organizational network analysis with excel Predictive analytics and data mining sciencedirect predictive analytics and data mining have been growing in popularity in recent years in the introduction we define the terms data mining and predictive analytics and their taxonomy this chapter covers the motivation for and need of data mining, introduces key algorithms, and presents a roadmap for rest of the book Descargaz predictive hr analytics, text mining descargar predictive hr analytics, text mining amp organizational network analysis with excel por mong shen ng pdf gratis predictive hr analytics, text mining amp organizational network analysis with excel epub descargar gratis descargar predictive hr analytics, text mining amp organizational network analysis with excel ebook gratis descargue este libro más popular y léalo más tarde

Text mining tdt analytics text mining text mining is the wild west of data mining and predictive analytics the potential for gain is huge, the capability claims are often tall tales, and the land rush for leadership is very much a race Pdf predictive analytics in hr management however, only since about 2010 has predictive analytics appeared on most hr agendas hr analysis comes in three flavors descriptive, predictive, and prescriptive Ebook predictive hr analytics as pdf download portable book title predictive hr analytics, text mining and organizational network analysis with excel name author dpg launching 20190630 info isbn link 107722690x detail isbn code 9781077226906 number pages total 501 sheet news id ehahxweacaaj download file start reading full synopsis a lot of organizational data is often untapped unstructured data in

Detalles del Libro

• Name: Predictive HR Analytics, Text Mining & Organizational Network Analysis with Excel
  
• Autor: Mong Shen Ng
  
• Categoria: Libros,Ciencias, tecnología y medicina,Matemáticas
  
• Tamaño del archivo: 16 MB
  
• Tipos de archivo: PDF Document
  
• Idioma: Español
  
• Archivos de estado: AVAILABLE
  

LIBRO Predictive HR Analytics, Text Mining & Organizational Network Analysis with Excel de Mong Shen Ng PDF ePub

What is text analytics predictive analytics today text analytics process and features of text analytics solutions, applications of text analytics, big data, text analytics and predictive analytics, text analytics software solutions text analytics is the process of converting unstructured text data into meaningful data for analysis Text analytics microsoft azure convierta el texto no estructurado en información significativa con text analytics obtenga análisis de sentimiento, extracción de frases clave y detección del idioma y de entidades Predictive analytics for human resources descriptive hr analytics reveal and describe relationships and current and historical data patterns this is the foundation of your analytics effort it includes, for example, dashboards and scorecards workforce segmentation data mining for basic patterns and periodic reports 2 predictive predictive analysis covers a variety of techniques

5 hr essentials that predictive analytics will transform predictive analytics is now a mainstream function for hr teams across several organizations if you are still not convinced, here are five areas where predictive analytics can help you manage your talent better we also delve into how using predictive analytics in hr can significantly improve your bottom line Predictive hr analytics, text mining amp organizational predictive hr analytics, text mining amp organizational network analysis ona are hot topics and powerful techniques to improve organization effectiveness best buy is able to predict that a 01 increase in employee engagement results in an increase of 100,000 in the stores annual income Text mining vs text analytics best 5 comparison to know differences between text mining vs text analytics structured data has been out there since the early 1900s but what made text mining and text analytics so special is that leveraging the information from unstructured data natural language processing once we are able to convert this unstructured text into semistructured or structured data it will be available to apply all the data mining