Developing Analytic Talent

Developing Analytic Talent
Author: Vincent Granville
Publisher: John Wiley & Sons
Total Pages: 336
Release: 2014-03-24
Genre: Computers
ISBN: 1118810090

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.

People Analytics in the Era of Big Data

People Analytics in the Era of Big Data
Author: Jean Paul Isson
Publisher: John Wiley & Sons
Total Pages: 340
Release: 2016-04-21
Genre: Business & Economics
ISBN: 111923316X

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

Learning Analytics
Author: Cristina Hall
Publisher:
Total Pages: 0
Release: 2020
Genre: BUSINESS & ECONOMICS
ISBN: 9781789663006

Utilize organizational data and analytics to make better decisions about managing the learning and development of your workforce.

Learning Analytics

Learning Analytics
Author: John R Mattox II
Publisher: Kogan Page Publishers
Total Pages: 256
Release: 2016-09-03
Genre: Business & Economics
ISBN: 0749476362

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.

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

The Talent Equation: Big Data Lessons for Navigating the Skills Gap and Building a Competitive Workforce
Author: Matt Ferguson
Publisher: McGraw Hill Professional
Total Pages: 257
Release: 2013-11-13
Genre: Business & Economics
ISBN: 0071827129

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. This title shows you how to navigate hiring climate and drive your business forward.

The Talent Management Handbook

The Talent Management Handbook
Author: Lance A. Berger
Publisher: McGraw Hill Professional
Total Pages: 465
Release: 2003-09-22
Genre: Business & Economics
ISBN: 007143612X

The Talent Management Handbook explains how organizations can identify and get the most out of “high-potential people” by developing and promoting them to key positions. The book explains: 1. A system for integrating three human resources “building blocks”: organizational competencies, performance appraisal, and forecasting employee/manager potential 2. Six human resources conditions necessary for organization excellence 3. How to link your employee assessment process to career planning and development The Talent Management Handbook will help you design career plans that boost employee morale, as well as create and sustain excellence in your organization. It is full of simple, efficient, easy-to-follow methods for assessing, planning, and developing high-value people to meet your organization’s current and future needs. And it will help you combine your organization’s diverse human resources activities into a single, cogent system. Featuring best practices from leading companies as well as contributions from field experts who hold top positions in such leading HR consultancies as AON Consulting, The Hay Group, Hewitt Associates, Right Management Consulting. Sibson Consulting, and Towers Perrin, The Talent Management Handbook is an authoritative resource for creating and maintaining excellence in your organization through people management.

Introduction to People Analytics

Introduction to People Analytics
Author: Nadeem Khan
Publisher: Kogan Page Publishers
Total Pages: 350
Release: 2020-04-03
Genre: Business & Economics
ISBN: 178966182X

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.

Talent Identification and Development in Sport

Talent Identification and Development in Sport
Author: Joseph Baker
Publisher: Routledge
Total Pages: 304
Release: 2013-03-01
Genre: Sports & Recreation
ISBN: 1136961488

Identifying talent in athletes and developing that ability to its fullest potential is a central concern of sport scientists, sports coaches and sports policy makers. This book offers a comprehensive synthesis of current knowledge in talent identification and development in sport, from the biological basis of ability to the systems and processes within sport through which that ability is nurtured. Written by a team of leading international experts, the book explores key factors and issues in contemporary sport, including: genetics secondary factors such as birth date, cultural context and population size perceptual motor skill acquisition and expertise sports development policy in-depth case studies, including European soccer, East African running and US pro sports. With an emphasis throughout on practical implications and processes for all those working in sport, the book offers an authoritative evaluation of the strengths and weaknesses of contemporary systems for identifying and developing talent in sport. This is important reading for any student, researcher or practitioner with an interest in skill acquisition, youth sport, elite sport, sports coaching or sports development.

Developing Human Capital

Developing Human Capital
Author: Gene Pease
Publisher: John Wiley & Sons
Total Pages: 320
Release: 2014-06-20
Genre: Business & Economics
ISBN: 1118910885

Don't squander your most valuable resource! Collectively, your workers are your company's most important andmost valuable asset. To make the most of this asset, nothing beatsquantitative performance and investment measurement. Learning andDevelopment is an 80 billion-dollar industry, and every valuableemployee represents a sizable investment on the part of yourcompany. To keep your business moving forward, effective managementof human capital is crucial. It generates plenty of data, and deepanalysis of this data helps you provide feedback and makeadjustments to capitalize on the combined knowledge, skills, andcreativity of your workers. Developing Human Capital: UsingAnalytics to Plan and Optimize Your Learning and DevelopmentInvestments provides a guidebook for collecting, organizing,and analyzing the data surrounding human capital so you can makethe most of your employees' potential. Use predictive analysis to optimize human capitalinvestments Learn effective study design and alignment Get the tools you need for measurement, surveys, andanalysis Decide what to measure and how to measure it Outline your company's current and future analytics technologyneeds Map data sources, and overcome barriers to data collection Authors Gene Pease, Bonnie Beresford, and Lew Walker providecase studies in which major companies applied human capitalanalytics to guide people decisions, and expand upon the role ofanalytics in Learning and Development. Developing Human Capital:Using Analytics to Plan and Optimize Your Learning and DevelopmentInvestments is an essential guide to 21st century humanresources and management practices, and can keep you fromsquandering your company's most valuable resource.