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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”.
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: 12 MB
- Tipos de archivo: PDF Document
- Descargada: 264 times
- Idioma: Español
- Archivos de estado: AVAILABLE
Descargar PDF Predictive HR Analytics, Text Mining & Organizational Network Analysis with Excel de Mong Shen Ng PDF [ePub Mobi] Gratis
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 : 2019-06-30 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 .
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Predictive HR Analytics, Text Mining & Organizational ~ 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!
Predictive HR Analytics, Text Mining & Organizational ~ Predictive HR Analytics, Text Mining & 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 & Organizational Network Analysis: with Excel.
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 semi-structured or structured data it will be available to apply all the data mining .
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.
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.
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.
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 exam-ple, dashboards and scorecards; workforce segmentation; data mining for basic patterns; and periodic reports. 2. Predictive. Predictive analysis covers a variety of techniques
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.
(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.
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.
What is Data Mining - Predictive Analytics Today ~ Data mining is an essential step in the process of predictive analytics. The process of mining and extraction of useful information from the existing data is an interdisciplinary work involving mathematicians, statisticians, computer programmers.
Text Mining Predictive Methods: Examples - Expert System ~ Text mining predictive methods help organizations enhance the value of unstructured information by deploying insight from text analysis in software applications and business processes.. Once textual information is transformed into a set of structured data using text mining (or text analytics) it can be combined with traditional data mining algorithms to generate new insight for sentiment .
What is text mining (text analytics)? - Definition from ~ text mining (text analytics): Text mining is the analysis of data contained in natural language text. The application of text mining techniques to solve business problems is called text analytics .
Predictive Analytics and Data Mining / Coursera ~ Offered by University of Illinois at Urbana-Champaign. This course introduces students to the science of business analytics while casting a keen eye toward the artful use of numbers found in the digital space. The goal is to provide businesses and managers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives.
HR Moves toward Wider Use of Predictive Analytics ~ As more businesses turn to analytics to aid their decision-making, HR is feeling increased pressure to leverage big data in ways that impact everything from time to hire to training budgets.
Predictive Analytics in Human Resources / AIHR Analytics ~ Predictive analytics is an upcoming trend in HR. Even though a lot of people talk about predictive analytics in HR, hardly any organizations apply them to their workforce. In this article, we explain what predictive analytics are, how they work and how they are utilized in HR using 7 real-life examples.
Text Mining and Analysis - SAS: Analytics, Artificial ~ 2 Text Mining and Analysis: Practical Methods, Examples, and Case Studies Using SAS in textual data. Using social media data, text analytics has been used for crime prevention and fraud detection. Hospitals are using text analytics to improve patient outcomes and provide better care. Scientists in the
4 programas de Text Analytics para español - www ~ 4 programas de Text Analytics preparados para análisis en español. En un artículo previo sobre Text Analytics decíamos que hace años que todos sabemos o intuimos la importancia y el valor del análisis de textos masivos. La primera dificultad que tuvimos que superar fue la capacidad de almacenamiento de inmensas cantidades de texto y la segunda conseguir procesar dicha información con .
Predictive analytics: definición y ejemplos - IONOS ~ Para poder comprender mejor la funcionalidad de las predictive analytics, cabe conocer los términos convencionales del análisis del big data o del data mining: . Análisis de la regresión: se identifican las interacciones entre diversas variables dependientes e independientes.En este caso, las estimaciones dependen del precio de los productos y de la solvencia de los clientes.
Demonstrating the Value of Text Data for Predictive Modeling ~ the principles of text-mining and predictive analytics. Presented methodologies and results may not be appropriate for all applications in the property-casualty insurance industry. Users are strongly advised to review the underlying methodology and data sources when performing a text-mining extraction or predictive analytics.
Predictive analytics and data mining / Semantic Scholar ~ Description: Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and .
Text Mining para la toma de decisiones en HR Analytics ~ Ponencia en la III edición del curso "Experto Universitario en Gestión de Recursos Humanos en Entornos Digitales" (2019-2020) de la Universisdad de Málaga.
Best Text Mining Software / 2020 Reviews of the Most ~ Find the best Text Mining Software for your business. Compare product reviews and features to build your list. What is Text Mining Software? Text Mining software helps companies monitor social media sentiment and conduct market research using powerful data analysis tools.
