Developing Analytic Talent

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Publisher : John Wiley & Sons
ISBN 13 : 1118810090
Total Pages : 336 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Developing Analytic Talent by : Vincent Granville

Download or read book Developing Analytic Talent written by Vincent Granville and published by John Wiley & Sons. This book was released on 2014-03-24 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn what it takes to succeed in the the most in-demand tech job Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. With over 15 years of big data, predictive modeling, and business analytics experience, author Vincent Granville is no stranger to data science. In this one-of-a-kind guide, he provides insight into the essential data science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample resumes, and source code. The applications are endless and varied: automatically detecting spam and plagiarism, optimizing bid prices in keyword advertising, identifying new molecules to fight cancer, assessing the risk of meteorite impact. Complete with case studies, this book is a must, whether you're looking to become a data scientist or to hire one. Explains the finer points of data science, the required skills, and how to acquire them, including analytical recipes, standard rules, source code, and a dictionary of terms Shows what companies are looking for and how the growing importance of big data has increased the demand for data scientists Features job interview questions, sample resumes, salary surveys, and examples of job ads Case studies explore how data science is used on Wall Street, in botnet detection, for online advertising, and in many other business-critical situations Developing Analytic Talent: Becoming a Data Scientist is essential reading for those aspiring to this hot career choice and for employers seeking the best candidates.

Developing Talent for Organizational Results

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Publisher : John Wiley & Sons
ISBN 13 : 1118219171
Total Pages : 450 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Developing Talent for Organizational Results by : Elaine Biech

Download or read book Developing Talent for Organizational Results written by Elaine Biech and published by John Wiley & Sons. This book was released on 2012-01-24 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Developing Talentfor Organizational Results "Elaine Biech brings together some of the 'royalty' of Americancorporations and asks them to share their wisdom in increasingorganizational effectiveness. In 46 information-filled chapters,these 'learning providers' don't just sit on their conceptualthrones; they offer practical advice for achieving company goalsand the tools to make it happen."—Marshall Goldsmith,million-selling author of the New York Times bestsellers, MOJO andWhat Got You Here Won't Get You There "Recruiting, developing, inspiring, engaging, and retaining yourtalent are critical to the growth and success of all organizations.Developing Talent for Organizational Results is a rich resourcethat can help you cultivate your most precious resource."—TonyBingham, CEO & President ASTD and Co-author of The New SocialLearning "Hiring and developing talent is the area that I am mostpassionate about. . . . Developing Talent for OrganizationalResults covers all the important topics, uses multiple experts, andsupports learning with ready-to-use tools to develop talent in yourcompany. It is like having a million-dollar consultant sitting onyour book shelf!"—Mindy Meads, former CO-CEO Aéropostaleand former CEO/ President Lands' End The best companies win with highly talented, highly committedemployees—hiring and developing the best talent is essential.In Developing Talent for Organizational Results, Elaine Biechbrings together the work of many of the most renowned learningproviders in the world—all of them members of ISA: TheAssociation of Learning Providers. Filled with a treasure-trove of consulting advice from The KenBlanchard Companies, DDI, Forum, Herrmann International, Bev Kaye,Jack Zenger, and others, this book delivers the answers you want toimprove leadership, management, and communication skills; addresstraining, learning, and engagement issues; and shape the cultureand care for your customers to achieve desired results.

People Analytics in the Era of Big Data

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Publisher : John Wiley & Sons
ISBN 13 : 111923316X
Total Pages : 406 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis People Analytics in the Era of Big Data by : Jean Paul Isson

Download or read book People Analytics in the Era of Big Data written by Jean Paul Isson and published by John Wiley & Sons. This book was released on 2016-04-21 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Apply predictive analytics throughout all stages of workforce management People Analytics in the Era of Big Data provides a blueprint for leveraging your talent pool through the use of data analytics. Written by the Global Vice President of Business Intelligence and Predictive Analytics at Monster Worldwide, this book is packed full of actionable insights to help you source, recruit, acquire, engage, retain, promote, and manage the exceptional talent your organization needs. With a unique approach that applies analytics to every stage of the hiring process and the entire workforce planning and management cycle, this informative guide provides the key perspective that brings analytics into HR in a truly useful way. You're already inundated with disparate employee data, so why not mine that data for insights that add value to your organization and strengthen your workforce? This book presents a practical framework for real-world talent analytics, backed by groundbreaking examples of workforce analytics in action across the U.S., Canada, Europe, Asia, and Australia. Leverage predictive analytics throughout the hiring process Utilize analytics techniques for more effective workforce management Learn how people analytics benefits organizations of all sizes in various industries Integrate analytics into HR practices seamlessly and thoroughly Corporate executives need fact-based insights into what will happen with their talent. Who should you hire? Who should you promote? Who are the top or bottom performers, and why? Who is at risk to quit, and why? Analytics can provide these answers, and give you insights based on quantifiable data instead of gut feeling and subjective assessment. People Analytics in the Era of Big Data is the essential guide to optimizing your workforce with the tools already at your disposal.

Learning Analytics

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Author :
Publisher :
ISBN 13 : 9781789663006
Total Pages : 0 pages
Book Rating : 4.6/5 (63 download)

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Book Synopsis Learning Analytics by : Cristina Hall

Download or read book Learning Analytics written by Cristina Hall and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Utilize organizational data and analytics to make better decisions about managing the learning and development of your workforce.

The Future of Recruitment

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Publisher : Emerald Group Publishing
ISBN 13 : 1838675612
Total Pages : 126 pages
Book Rating : 4.8/5 (386 download)

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Book Synopsis The Future of Recruitment by : Franziska Leutner

Download or read book The Future of Recruitment written by Franziska Leutner and published by Emerald Group Publishing. This book was released on 2022-03-11 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future of Recruitment explores how to use technology ethically to tackle past issues and future developments in recruitment, helping define new directions and values for a future of recruitment that serves society, employers, and job seekers alike.

The Talent Equation: Big Data Lessons for Navigating the Skills Gap and Building a Competitive Workforce

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Author :
Publisher : McGraw Hill Professional
ISBN 13 : 0071827137
Total Pages : 288 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis The Talent Equation: Big Data Lessons for Navigating the Skills Gap and Building a Competitive Workforce by : Matt Ferguson

Download or read book The Talent Equation: Big Data Lessons for Navigating the Skills Gap and Building a Competitive Workforce written by Matt Ferguson and published by McGraw Hill Professional. This book was released on 2013-11-15 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Companies that can unleash the passions and gifts of their people will have a competitive advantage in the landscape of the future--becoming curators instead of keepers of talent. This book gives readers some of the keys to cracking that code." --CARLEEN HAAS, VICE PRESIDENT AND CHIEF TALENT OFFICER, HUMANA IS YOUR HR DEPARTMENT PREPARED TO FLIP THE BIG DATA SWITCH? At every stage of the employee life cycle, a data-driven approach to HR can help companies make smarter decisions about their most important asset: their people. In the wake of the greatest shock to the labor market since the Great Depression, companies are faced with looming skill shortages, retention concerns, and questions regarding the most effective composition of their workforce. The Talent Equation shows you how to navigate today's hiring climate and drive your business forward. Matt Ferguson, CEO of CareerBuilder, offers hiring professionals and business leaders a roadmap to attract and retain top talent. Ferguson and coauthors Lorin Hitt (Wharton School) and Prasanna Tambe (NYU's Stern School) commissioned a landmark big data study of more than 2,700 employers and 33 million resumes to find the relationship between market performance, education attainment, and employee tenure. The findings are enlightening--and quite surprising. The Talent Equation explores: The ROI of increased education levels and retention rates The benefits of continuous recruitment and talent pipelines technology market, and how workforce analytics tools are changing talent acquisition The importance of reducing longterm unemployment through training and reskilling Smart and timely, The Talent Equation also incorporates case studies from leading brands--both global and domestic--that further illustrate staffing issues facing executives today. The insights and research in the book are invaluable tools for anyone who wants to build and retain a dynamic, competitive, and productive workforce.

Analytics at Work

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Publisher : Harvard Business Press
ISBN 13 : 1422177696
Total Pages : 231 pages
Book Rating : 4.4/5 (221 download)

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Book Synopsis Analytics at Work by : Thomas H. Davenport

Download or read book Analytics at Work written by Thomas H. Davenport and published by Harvard Business Press. This book was released on 2010 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a follow-up to the successful Competing on Analytics, authors Tom Davenport, Jeanne Harris, and Robert Morison provide practical frameworks and tools for all companies that want to use analytics as a basis for more effective and more profitable decision making. Regardless of your company's strategy, and whether or not analytics are your company's primary source of competitive differentiation, this book is designed to help you assess your organization's analytical capabilities, provide the tools to build these capabilities, and put analytics to work. The book helps you answer these pressing questions: What assets do I need in place in my organization in order to use analytics to run my business? Once I have these assets, how do I deploy them to get the most from an analytic approach? How do I get an analytic initiative off the ground in the first place, and then how do I sustain analytics in my organization over time? Packed with tools, frameworks, and all new examples, Analytics at Work makes analytics understandable and accessible and teaches you how to make your company more analytical.

Developing Human Capital

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Publisher : John Wiley & Sons
ISBN 13 : 1118910982
Total Pages : 320 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Developing Human Capital by : Gene Pease

Download or read book Developing Human Capital written by Gene Pease and published by John Wiley & Sons. This book was released on 2014-06-20 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't squander your most valuable resource! Collectively, your workers are your company's most important and most valuable asset. To make the most of this asset, nothing beats quantitative performance and investment measurement. Learning and Development is an 80 billion-dollar industry, and every valuable employee represents a sizable investment on the part of your company. To keep your business moving forward, effective management of human capital is crucial. It generates plenty of data, and deep analysis of this data helps you provide feedback and make adjustments to capitalize on the combined knowledge, skills, and creativity of your workers. Developing Human Capital: Using Analytics to Plan and Optimize Your Learning and Development Investments provides a guidebook for collecting, organizing, and analyzing the data surrounding human capital so you can make the most of your employees' potential. Use predictive analysis to optimize human capital investments Learn effective study design and alignment Get the tools you need for measurement, surveys, and analysis Decide what to measure and how to measure it Outline your company's current and future analytics technology needs Map data sources, and overcome barriers to data collection Authors Gene Pease, Bonnie Beresford, and Lew Walker provide case studies in which major companies applied human capital analytics to guide people decisions, and expand upon the role of analytics in Learning and Development. Developing Human Capital: Using Analytics to Plan and Optimize Your Learning and Development Investments is an essential guide to 21st century human resources and management practices, and can keep you from squandering your company's most valuable resource.

Closing the Analytics Talent Gap

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Author :
Publisher : Auerbach Publications
ISBN 13 : 9780367754662
Total Pages : 108 pages
Book Rating : 4.7/5 (546 download)

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Book Synopsis Closing the Analytics Talent Gap by : Jennifer Priestley

Download or read book Closing the Analytics Talent Gap written by Jennifer Priestley and published by Auerbach Publications. This book was released on 2021-05-04 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of "Big Data" and the emergence of Data Science - and all its iterations like analytics and business intelligence - has altered the way companies and universities work together. Historically, universities and companies rarely intersected beyond the occasional career fair; today, there is an increasingly permeable membrane with more collaboration occurring between the academic sector and the private sector than at any other time in history - and its being driven by the analytics talent gap. Closing the Analytics Talent Gap: An Executive's Guide to Working with Universities provides guidance and insights for senior managers and their organizations on the most (and least) effective ways to engage universities to help mitigate and alleviate some of the pain points related to improving an organization's analytics maturity. Analytics program directors from Georgia Tech, Oklahoma State University, Kennesaw State University, North-West University (South Africa) and the University of New Hampshire have contributed their perspectives on how their academic institutions work with companies for recruiting students, working on projects, and developing collaborative research. This book also presents insights from senior analytics leaders from Equifax, The Home Depot, The Southern Company, and Shaw Industries on how they engage universities to support their own organizational objectives. This book can help leaders of analytics organizations better understand what both the company and the university need to achieve for a partnership to be considered "successful". Companies are facing previously unforeseen challenges related to the translation of massive amounts of data into information to solve current challenges and anticipate new ones. The perspectives, case studies, tips, tools, and checklists in this book will become a "secret weapon" for business leaders who are responsible for improving their organization's analytics maturity. .

Learning Analytics

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Publisher : Kogan Page Publishers
ISBN 13 : 0749476362
Total Pages : 256 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis Learning Analytics by : John R Mattox II

Download or read book Learning Analytics written by John R Mattox II and published by Kogan Page Publishers. This book was released on 2016-09-03 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Faced with organizations that are more dispersed, a workforce that is more diverse and the pressure to reduce costs, CEOs and CFOs are increasingly asking what the return on investment is from training and development programmes. Learning Analytics provides a framework for understanding how to work with learning analytics at an advanced level. It focuses on the questions that training evaluation is intended to answer: is training effective and how can it be improved? It discusses the field of learning analytics, outlining how and why analytics can be useful, and takes the reader through examples of approaches to answering these questions and looks at the valuable role that technology has to play. Even where technological solutions are employed, the HR or learning and development practitioner needs to understand what questions they should be asking of their data to ensure alignment between training and business needs. Learning Analytics enables both senior L&D and HR professionals as well as CEOs and CFOs to see the transformational power that effective analytics has for building a learning organization, and the impacts that this has on performance, talent management, and competitive advantage. It helps learning and development professionals to make the business case for their activities, demonstrating what is truly adding value and where budgets should be spent, and to deliver a credible service to their business by providing metrics based on which sound business decisions can be made.

Creating Value with Big Data Analytics

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Author :
Publisher : Routledge
ISBN 13 : 1317561929
Total Pages : 339 pages
Book Rating : 4.3/5 (175 download)

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Book Synopsis Creating Value with Big Data Analytics by : Peter C. Verhoef

Download or read book Creating Value with Big Data Analytics written by Peter C. Verhoef and published by Routledge. This book was released on 2016-01-08 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our newly digital world is generating an almost unimaginable amount of data about all of us. Such a vast amount of data is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organisations to leverage the information to create value. This book is a refreshingly practical, yet theoretically sound roadmap to leveraging big data and analytics. Creating Value with Big Data Analytics provides a nuanced view of big data development, arguing that big data in itself is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts with strategic directions and practical analytical solutions on how to create value from existing and new big data. By tying data and analytics to specific goals and processes for implementation, this is a much-needed book that will be essential reading for students and specialists of data analytics, marketing research, and customer relationship management.

Creating Value with Data Analytics in Marketing

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Author :
Publisher : Routledge
ISBN 13 : 1000465462
Total Pages : 337 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Creating Value with Data Analytics in Marketing by : Peter C. Verhoef

Download or read book Creating Value with Data Analytics in Marketing written by Peter C. Verhoef and published by Routledge. This book was released on 2021-11-07 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key competing texts are practitioner-focused ‘how to’ guides, whilst our book combines rigorous theory with practical insight and examples, with authors from both the academic and business world, making it more adoptable as a student text; Unlike other books on the subject, this has a customer focus and an exploration of how big data can add value to customers as well as organisations; Enables readers to move from "big data" to "big solutions" by demonstrating how to integrate data analytics into specific goals and processes for implementation; Highly successful and well regarded both for students and practitioners

Data Science for Business

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 144937428X
Total Pages : 414 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Data Science for Business by : Foster Provost

Download or read book Data Science for Business written by Foster Provost and published by "O'Reilly Media, Inc.". This book was released on 2013-07-27 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making. Understand how data science fits in your organization—and how you can use it for competitive advantage Treat data as a business asset that requires careful investment if you’re to gain real value Approach business problems data-analytically, using the data-mining process to gather good data in the most appropriate way Learn general concepts for actually extracting knowledge from data Apply data science principles when interviewing data science job candidates

Win with Advanced Business Analytics

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118417089
Total Pages : 416 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Win with Advanced Business Analytics by : Jean-Paul Isson

Download or read book Win with Advanced Business Analytics written by Jean-Paul Isson and published by John Wiley & Sons. This book was released on 2012-09-25 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Plain English guidance for strategic business analytics and big data implementation In today's challenging economy, business analytics and big data have become more and more ubiquitous. While some businesses don't even know where to start, others are struggling to move from beyond basic reporting. In some instances management and executives do not see the value of analytics or have a clear understanding of business analytics vision mandate and benefits. Win with Advanced Analytics focuses on integrating multiple types of intelligence, such as web analytics, customer feedback, competitive intelligence, customer behavior, and industry intelligence into your business practice. Provides the essential concept and framework to implement business analytics Written clearly for a nontechnical audience Filled with case studies across a variety of industries Uniquely focuses on integrating multiple types of big data intelligence into your business Companies now operate on a global scale and are inundated with a large volume of data from multiple locations and sources: B2B data, B2C data, traffic data, transactional data, third party vendor data, macroeconomic data, etc. Packed with case studies from multiple countries across a variety of industries, Win with Advanced Analytics provides a comprehensive framework and applications of how to leverage business analytics/big data to outpace the competition.

Measurement Demystified

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Author :
Publisher : Association for Talent Development
ISBN 13 : 1950496864
Total Pages : 495 pages
Book Rating : 4.9/5 (54 download)

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Book Synopsis Measurement Demystified by : David Vance

Download or read book Measurement Demystified written by David Vance and published by Association for Talent Development. This book was released on 2020-11-17 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your Groundbreaking Framework for Measurement and Reporting Most people find measurement, analytics, and reporting daunting—and L&D professionals are no different. As these practices have become critically important for organizations’ efforts to improve performance, talent development professionals have often been slow to embrace them for many reasons, including the seeming complexity and challenge of the practices. Few organizations have a well-thought-out measurement and reporting strategy, and there are often scant resources, limited time, and imperfect data to work with when organizations do attempt to create one. Measurement Demystified: Creating Your L&D Measurement, Analytics, and Reporting Strategy is a much-needed and welcomed resource that breaks new ground with a framework to simplify the discussion of measurement, analytics, and reporting as it relates to L&D and talent development practitioners. This book helps practitioners select and use the right measures for the right reasons; select, create, and use the right types of reports; and create a comprehensive measurement and reporting strategy. Recognizing the angst and reluctance people often show in these areas, authors and experts David Vance and Peggy Parskey break down the practices and processes by providing a common language and an easy-to-use structure. They describe five types of reports, four broad reasons to measure, and three categories of measures. Their method works for large and small organizations, even if yours is an L&D staff of one or two. The guidance remains the same: Start small and grow. Measurement Demystified is a great first book for talent development professionals with no prior knowledge of or experience with measurement and a valuable resource for measurement experts. Those adept at lower levels of training evaluation will grow their knowledge base and capabilities, while measurement experts will discover shortcuts and nuggets of information to enhance their practices. A more comprehensive treatment of these important topics will not be found elsewhere.

Introduction to People Analytics

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Author :
Publisher : Kogan Page Publishers
ISBN 13 : 178966182X
Total Pages : 350 pages
Book Rating : 4.7/5 (896 download)

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Book Synopsis Introduction to People Analytics by : Nadeem Khan

Download or read book Introduction to People Analytics written by Nadeem Khan and published by Kogan Page Publishers. This book was released on 2020-04-03 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: An understanding of people analytics is a crucial skill for all HR professionals. No longer limited to employees in data teams or those with analyst in their job titles, people analytics is now an integral part of every HR job. Introduction to People Analytics allows all HR professionals to get to grips with analytics, feel confident in their ability to handle employee and organizational data and use analytics to move from opinions to insights. From where to find data in an organization, how to collect it and analyse it through to how to use these findings to add business value, Introduction to People Analytics is essential reading for all HR professionals. With case studies and thought leadership insights from companies who have leveraged people analytics to improve culture and employee engagement, increase performance and reduce costs including NHS, Brompton Bikes, British Heart Foundation, King, Experian and AstraZeneca, FIS and Swarovski, this book shows how and where HR analytics can make a tangible difference to organizations. There is also expert guidance and practical advice on how to embed analytics into HR processes and adopt a data-driven approach to all workplace activities.

Co-Creating Talent and Human-Centered Organizations

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Author :
Publisher : IAP
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.8/5 (873 download)

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Book Synopsis Co-Creating Talent and Human-Centered Organizations by : Justine Chinoperekweyi

Download or read book Co-Creating Talent and Human-Centered Organizations written by Justine Chinoperekweyi and published by IAP. This book was released on 2023-07-01 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: As we dive deep into the humanistic paradigm – in society and in business, the models and narrative of business must change. The human-centric dynamic places people at the center of sustainable value creation. Therefore, leaders must shine the light on talent and people. The book Co-Creating Talent and Human-Centered Organizations: Organization Development (OD) Perspectives is an elaboration of the concepts to developing talent masters and build high-value organizations through cultivating enduring human capabilities and tapping into our collective capacities. Based on the OD field’s fundamental values, the focus is, therefore, on enhancing the capacity of leaders to build resilient organizations. The book is informed by the realization that most organizational routines and boundaries inhibit and deplete enduring human capabilities and tendencies. Recognizing that organizations are open organizational systems, the book creates space for readers, leaders, managers, and OD professionals to continually reframe their cognitive and emotional frameworks towards high-value organizational cultures that would help co-create sustainable futures. Leveraging on the informal interpretations, impressions, insights and interventions of Organization Development (OD) ‘tacit knowledge’ and ‘deep smarts’, this book focuses on concepts targeted at charting the talent journey, identify cultural gaps in the workforce, modernize the learning & development architecture, and enhancing intentional change effort and purposeful enactment across all organizational members. The book leverages on Organization Development (OD) science, theory, practices, and values; and the role of Appreciative Leadership in developing talent in contemporary organizations. Whole System Thinking and co-creation of possibilities are central principles in this book. The book is informed by the increasing need for organizations to holistically prioritize the talent agenda and continuously drive competitiveness and performance through workforce optimization approaches. This is necessitated by the emergence of multi-generational workforce, the pervasive impact of technology, increasing talent mobility, shifts towards increased reliance on virtual teams, and the effects of globalization on the talent landscape.