Jay Huang: What if you could make the right people decisions almost all the t...Edunomica
Jay Huang: What if you could make the right people decisions almost all the time?
People Analytics Conference
Website - https://pacamp.org/
Youtube - https://www.youtube.com/channel/UCeHtPZ_ZLZ-nHFMUCXY81RQ/featured
FB - https://www.facebook.com/pacamporg
Predictive Hiring: Find Candidates Who Will Succeed in Your OrganizationHuman Capital Media
The facts are clear: Most companies today need to do a better job selecting talent. Recent survey data collected by the Corporate Executive Board indicates that nearly a quarter of all new hires leave their companies within a year, and that hiring managers wish they never extended an offer to one of every five members of their team. And a recent Gallup survey found that 52 percent of American workers were “not engaged” with their work.
Can you afford to miss an opportunity to learn how best-in-class organizations are using new technologies to scientifically assess talent before hiring, resulting in lower turnover, higher job performance and greater employee engagement?
In this presentation, you will:
Learn about new solutions that predict candidate success.
Discover how best-in-class organizations are incorporating these new solutions into their hiring process.
See the bottom-line results realized by these best-in-class practitioners.
People Analytics: Improving the Employee Experience and ProductivityDr Susan Entwisle
It is true today more than any point in history that talent is a company’s greatest asset. To thrive in our hyper competitive global economy, companies need the right talent to deliver exceptional customer experiences efficiently with minimal risk. Traditionally, Human Resource teams have made decisions on hiring, assigning and developing employees using experience, instinct, and basic statistical data. The same advanced analytics and machine learning techniques we use to improve the customer experience are now being used for our people. People analytics provides insights and enables better and faster data-driven decision making across all aspects of people at work.
Topics covered in this presentation include:
How analytics has changed the customer experience.
Current state of employee engagement and its impact.
Limitations of cognitive decision making process.
What is people analytics?
How companies are using people analytics today?
Challenges in adoption of people analytics.
Guidance to get started on people analytics journey.
Jay Huang: What if you could make the right people decisions almost all the t...Edunomica
Jay Huang: What if you could make the right people decisions almost all the time?
People Analytics Conference
Website - https://pacamp.org/
Youtube - https://www.youtube.com/channel/UCeHtPZ_ZLZ-nHFMUCXY81RQ/featured
FB - https://www.facebook.com/pacamporg
Predictive Hiring: Find Candidates Who Will Succeed in Your OrganizationHuman Capital Media
The facts are clear: Most companies today need to do a better job selecting talent. Recent survey data collected by the Corporate Executive Board indicates that nearly a quarter of all new hires leave their companies within a year, and that hiring managers wish they never extended an offer to one of every five members of their team. And a recent Gallup survey found that 52 percent of American workers were “not engaged” with their work.
Can you afford to miss an opportunity to learn how best-in-class organizations are using new technologies to scientifically assess talent before hiring, resulting in lower turnover, higher job performance and greater employee engagement?
In this presentation, you will:
Learn about new solutions that predict candidate success.
Discover how best-in-class organizations are incorporating these new solutions into their hiring process.
See the bottom-line results realized by these best-in-class practitioners.
People Analytics: Improving the Employee Experience and ProductivityDr Susan Entwisle
It is true today more than any point in history that talent is a company’s greatest asset. To thrive in our hyper competitive global economy, companies need the right talent to deliver exceptional customer experiences efficiently with minimal risk. Traditionally, Human Resource teams have made decisions on hiring, assigning and developing employees using experience, instinct, and basic statistical data. The same advanced analytics and machine learning techniques we use to improve the customer experience are now being used for our people. People analytics provides insights and enables better and faster data-driven decision making across all aspects of people at work.
Topics covered in this presentation include:
How analytics has changed the customer experience.
Current state of employee engagement and its impact.
Limitations of cognitive decision making process.
What is people analytics?
How companies are using people analytics today?
Challenges in adoption of people analytics.
Guidance to get started on people analytics journey.
A Playbook for Diversity Analytics and Strategy DevelopmentWilliam Gaker
Diversity and Inclusion is an increasingly important topic for organizations; however, these initiatives are often misaligned across HR functions and not designed to address specific gaps.
This presentation makes the case that organizations should view the workforce as an integrated systems, use analytics to identify gaps in diversity, and create holistic strategies to address those gaps.
The majority of organizations (54%) use people analytics to improve HR effectiveness today. Organizations more frequently rely on people analytics to improve business outcomes, organizational performance and achieve labor cost savings.
People Analytics allows HR to gain a more strategic role in the organization and clearly show its impact.
Advanced organizations use data to analyze the workforce proactively, make predictions, and create and monitor comprehensive workforce plans to achieve financial success.
HR data has become an strategic priority, but it takes efforts in order to enable the usage of it.
Workforce analytics, also called HR analytics or people analytics is getting much attention lately. And rightly so! Research has shown that companies using data to drive their decisions and actions are more succesfull than others. With (predictive) analytics an accurate view of the future requires predictions based on data rather than personal hunches or speculation.
The leaders of LinkedIn’s People Analytics team, Lorenzo Canlas and Will Gaker, walk through what people analytics is, how it’s growing & evolving, and how you can build your own people analytics function today. Check out their keynote presentation from the Wharton People Analytics Conference in April 2015.
Learn more about people analytics and data-driven recruiting: http://linkd.in/1KJMC8D
The Role of HR in Reinventing Organisations: Embracing People AnalyticsGlass Bead Consulting
Presentation given at Workforce Analytics Summit in Sydney, Australia on 5th May 2016. #WFAS2016
What features will successful organisations have in the future?
What impact will this have on HR and People Management?
What are the main opportunities of the Quantified Workplace?
Why has HR struggled with transforming itself?
What are the main challenges with our current HR Operating
models?
What are challenges of People Analytics and how do we
overcome them?
How can People Analytics help transform HR?
On November 15 Tom Haak, Director of the HR Trend Institute (https://hrtrendinstitute.com) conducted a workshop for the HR Leads of the Dutch universities. These are the slides he used.
“Did you know that approximately 10,000 people will retire each day? This means 43 percent of the current workforce will retire in the next decade,” stated Steve Dobberowsky, Principal, Thought Leadership & Advisory Services at Cornerstone.
There are many challenges that government agencies face today, such as shrinking budgets and the Baby Boomer retirements. So, how are HR professionals adopting a talent management strategy that will drive positive results in this day and age?
In this training with GovLoop, we'll examine how the workforce is rapidly changing and the challenges and solutions that HR professionals are dealing with - including developing a Unified Talent Management strategy.
HR Forum - The Latest HR Technology to Drive Productivity & Profit
NSWBC, Cornerstone OnDemand & AbilityMAP – July 14, 2016, Sydney Australia
Presentation covers key topics:
- A New World of Work in Australia and Beyond
- Mobility, and more important the rise of mobile devices, combined with social networking has changed our work models. Employees are now leveraging multiple devices to get work done no matter where they are.
- Data Driven - Organizations need deeper insights to solve for increasing skills gaps and talent shortages, developing future leaders, and improved employee engagement.
- Building your own Talent Management vision
Performance appraisals strike back - Accelerating productivity on-the-goAlix Bourras
The fast paced, dynamic environment that makes SMBs so attractive to employees is also what prevents managers to give regular feedback to their employees. Yet regular feedback is probably the most important aspect of performance reviews, as those ongoing discussions are what will have the most positive impact on productivity in your business.
Companies such as GE, Accenture, Adobe and Deloitte have recently shifted away from annual performance reviews to an ongoing feedback model, for several reasons:
They are a chore, for managers and employees alike
One central conversation gets all the attention, when frequent, bite-size feedback is the most efficient
Worse, annual reviews tend to promote bad management.
Review this presentation to understand the new paradigm of performance appraisals, and its extended benefits to employee engagement and motivation (if you do it the right way).
Using information from the 2015 ERE State of Talent Acquisition Survey to look at Talent Acquisition Metrics and tools to enhance the ability to use those metrics
People analytics: Breaking myths with agility and passion | Talent Connect 2016LinkedIn Talent Solutions
Piyush Mathur, The Nielsen Company
Douglas Shagam, The Nielsen Company
Like the tale of the shoemaker’s son, Nielsen only began to employ workforce analytics in late 2014. After a 3 percent increase in attrition in 2015, we calculated that we could avoid $5M for every point of attrition we reduced. With only a dedicated People Analytics leader, could we figure out why people were leaving and engage leaders to do something about it?
The solution: engage a passionate, diverse group of people and tell a story with your data that people can relate to, all while retaining your most at-risk associates.
The field of analytics, and in particular, People Analytics, is exploding. Who knew that one day HR + Math = Game Changer?? We'll share our journey with you, some lessons we've learned along the way, how to get started if you haven't, and what's next for Nielsen People Analytics.
Key highlights:
Answer a critical business question and estimate financial impact.
Use the data and resources that you have and keep building.
Focus on creating outcomes, not uncovering insights.
Check out the best of Talent Connect: http://bit.ly/2e5ojNe
As employees continue to demonstrate low levels of engagement, organizations are increasingly asking themselves what they need to do differently to improve the talent experience. Bersin research shows that organizations with superior business, talent, and financial outcomes are not just making incremental changes to the talent experience, but are instead fundamentally rethinking it, focusing on creating a “systemic relationship with talent.” The end goal of this new approach is to create a talent experience for employees that makes them feel heard, valued, and supported throughout their employee lifecycle.
In this webcast, Stacia Garr, Madhura Chakrabarti, and Michelle Deneau share:
- The benefits of creating this new talent relationship
- Three areas organizations should focus on to create this new talent relationship as well as specific action steps to get started
- The implications of this new approach on how organizations assess employee engagement and act upon it
- Examples of how Intuit is creating this new talent relationship, focusing especially on employee engagement
Sarah Brennan, Principal Consultant, Talent Acquisition at Cornerstone OnDemand, provides easy-to-understand insights on:
o Evolution of the role of recruiting in business from reactive to strategic partners
o How a unified approach to looking at talent acquisition can benefit core HR and business drivers
o The impact employment branding and candidate experience have on influencing employee engagement and retention (and vice versa)
Shifting Away From Annual Performance Reviews to Increase Productivity and En...Cornerstone OnDemand
Discover how shifting away from annual performance reviews can boost employee engagement and productivity within your organisation.
Presented by Geoffroy de Lestrange, Product Marketing Manager, EMEA Cornerstone
Building Partnership to Tell Great StoriesWilliam Gaker
Building Partnership to Tell Great Stories was a keynote I gave at the Talent Management Alliance Conference in 2013.
The topic covered my training approach for helping HR Business Partners learn to leverage the products and services of new analytics teams in HR.
A slide deck from a keynote at:
The Talent Management Alliance Conference
Las Vegas, NV
May 2013
Metrics is a hot topic within all fundraising fields. Measurement models have been established for monitoring the work of frontline fundraisers in order to assess the variety of activities performed as well as the schedule, pace, and outcomes of those activities. With this information in hand, choices can be made about which fundraising activities are most effective in achieving the desired donor behavior, most obviously giving.
A Playbook for Diversity Analytics and Strategy DevelopmentWilliam Gaker
Diversity and Inclusion is an increasingly important topic for organizations; however, these initiatives are often misaligned across HR functions and not designed to address specific gaps.
This presentation makes the case that organizations should view the workforce as an integrated systems, use analytics to identify gaps in diversity, and create holistic strategies to address those gaps.
The majority of organizations (54%) use people analytics to improve HR effectiveness today. Organizations more frequently rely on people analytics to improve business outcomes, organizational performance and achieve labor cost savings.
People Analytics allows HR to gain a more strategic role in the organization and clearly show its impact.
Advanced organizations use data to analyze the workforce proactively, make predictions, and create and monitor comprehensive workforce plans to achieve financial success.
HR data has become an strategic priority, but it takes efforts in order to enable the usage of it.
Workforce analytics, also called HR analytics or people analytics is getting much attention lately. And rightly so! Research has shown that companies using data to drive their decisions and actions are more succesfull than others. With (predictive) analytics an accurate view of the future requires predictions based on data rather than personal hunches or speculation.
The leaders of LinkedIn’s People Analytics team, Lorenzo Canlas and Will Gaker, walk through what people analytics is, how it’s growing & evolving, and how you can build your own people analytics function today. Check out their keynote presentation from the Wharton People Analytics Conference in April 2015.
Learn more about people analytics and data-driven recruiting: http://linkd.in/1KJMC8D
The Role of HR in Reinventing Organisations: Embracing People AnalyticsGlass Bead Consulting
Presentation given at Workforce Analytics Summit in Sydney, Australia on 5th May 2016. #WFAS2016
What features will successful organisations have in the future?
What impact will this have on HR and People Management?
What are the main opportunities of the Quantified Workplace?
Why has HR struggled with transforming itself?
What are the main challenges with our current HR Operating
models?
What are challenges of People Analytics and how do we
overcome them?
How can People Analytics help transform HR?
On November 15 Tom Haak, Director of the HR Trend Institute (https://hrtrendinstitute.com) conducted a workshop for the HR Leads of the Dutch universities. These are the slides he used.
“Did you know that approximately 10,000 people will retire each day? This means 43 percent of the current workforce will retire in the next decade,” stated Steve Dobberowsky, Principal, Thought Leadership & Advisory Services at Cornerstone.
There are many challenges that government agencies face today, such as shrinking budgets and the Baby Boomer retirements. So, how are HR professionals adopting a talent management strategy that will drive positive results in this day and age?
In this training with GovLoop, we'll examine how the workforce is rapidly changing and the challenges and solutions that HR professionals are dealing with - including developing a Unified Talent Management strategy.
HR Forum - The Latest HR Technology to Drive Productivity & Profit
NSWBC, Cornerstone OnDemand & AbilityMAP – July 14, 2016, Sydney Australia
Presentation covers key topics:
- A New World of Work in Australia and Beyond
- Mobility, and more important the rise of mobile devices, combined with social networking has changed our work models. Employees are now leveraging multiple devices to get work done no matter where they are.
- Data Driven - Organizations need deeper insights to solve for increasing skills gaps and talent shortages, developing future leaders, and improved employee engagement.
- Building your own Talent Management vision
Performance appraisals strike back - Accelerating productivity on-the-goAlix Bourras
The fast paced, dynamic environment that makes SMBs so attractive to employees is also what prevents managers to give regular feedback to their employees. Yet regular feedback is probably the most important aspect of performance reviews, as those ongoing discussions are what will have the most positive impact on productivity in your business.
Companies such as GE, Accenture, Adobe and Deloitte have recently shifted away from annual performance reviews to an ongoing feedback model, for several reasons:
They are a chore, for managers and employees alike
One central conversation gets all the attention, when frequent, bite-size feedback is the most efficient
Worse, annual reviews tend to promote bad management.
Review this presentation to understand the new paradigm of performance appraisals, and its extended benefits to employee engagement and motivation (if you do it the right way).
Using information from the 2015 ERE State of Talent Acquisition Survey to look at Talent Acquisition Metrics and tools to enhance the ability to use those metrics
People analytics: Breaking myths with agility and passion | Talent Connect 2016LinkedIn Talent Solutions
Piyush Mathur, The Nielsen Company
Douglas Shagam, The Nielsen Company
Like the tale of the shoemaker’s son, Nielsen only began to employ workforce analytics in late 2014. After a 3 percent increase in attrition in 2015, we calculated that we could avoid $5M for every point of attrition we reduced. With only a dedicated People Analytics leader, could we figure out why people were leaving and engage leaders to do something about it?
The solution: engage a passionate, diverse group of people and tell a story with your data that people can relate to, all while retaining your most at-risk associates.
The field of analytics, and in particular, People Analytics, is exploding. Who knew that one day HR + Math = Game Changer?? We'll share our journey with you, some lessons we've learned along the way, how to get started if you haven't, and what's next for Nielsen People Analytics.
Key highlights:
Answer a critical business question and estimate financial impact.
Use the data and resources that you have and keep building.
Focus on creating outcomes, not uncovering insights.
Check out the best of Talent Connect: http://bit.ly/2e5ojNe
As employees continue to demonstrate low levels of engagement, organizations are increasingly asking themselves what they need to do differently to improve the talent experience. Bersin research shows that organizations with superior business, talent, and financial outcomes are not just making incremental changes to the talent experience, but are instead fundamentally rethinking it, focusing on creating a “systemic relationship with talent.” The end goal of this new approach is to create a talent experience for employees that makes them feel heard, valued, and supported throughout their employee lifecycle.
In this webcast, Stacia Garr, Madhura Chakrabarti, and Michelle Deneau share:
- The benefits of creating this new talent relationship
- Three areas organizations should focus on to create this new talent relationship as well as specific action steps to get started
- The implications of this new approach on how organizations assess employee engagement and act upon it
- Examples of how Intuit is creating this new talent relationship, focusing especially on employee engagement
Sarah Brennan, Principal Consultant, Talent Acquisition at Cornerstone OnDemand, provides easy-to-understand insights on:
o Evolution of the role of recruiting in business from reactive to strategic partners
o How a unified approach to looking at talent acquisition can benefit core HR and business drivers
o The impact employment branding and candidate experience have on influencing employee engagement and retention (and vice versa)
Shifting Away From Annual Performance Reviews to Increase Productivity and En...Cornerstone OnDemand
Discover how shifting away from annual performance reviews can boost employee engagement and productivity within your organisation.
Presented by Geoffroy de Lestrange, Product Marketing Manager, EMEA Cornerstone
Building Partnership to Tell Great StoriesWilliam Gaker
Building Partnership to Tell Great Stories was a keynote I gave at the Talent Management Alliance Conference in 2013.
The topic covered my training approach for helping HR Business Partners learn to leverage the products and services of new analytics teams in HR.
A slide deck from a keynote at:
The Talent Management Alliance Conference
Las Vegas, NV
May 2013
Metrics is a hot topic within all fundraising fields. Measurement models have been established for monitoring the work of frontline fundraisers in order to assess the variety of activities performed as well as the schedule, pace, and outcomes of those activities. With this information in hand, choices can be made about which fundraising activities are most effective in achieving the desired donor behavior, most obviously giving.
High-Impact HR: Building a Business-Driven HR OrganizationJosh Bersin
This presentation summarizes some of Bersin by Deloitte's latest High-Impact HR research, focused on helping organizations restructure and redesign their HR organization (and the team) in a new way. Our research shows that a new model is needed - one led by specialization, business-oriented HR leaders embedded in the business, and what we call "networks of expertise" to replace the "centers of expertise" typically considered. All this, combined with self-service technology and easy to use service delivery focuses on empowering HR to be "management focused," leverage data, and support the business in new ways.
New skills and capabilities of HR are briefly included.
Learning Analytics – From Reactive to PredictiveLearningCafe
Overview
While the term Learning Analytics has been around for some time, it has been mostly restricted to data collecting from the Learning Management Systems such as completions data. Learning analytics has to evolve beyond simply reporting to making predictions. We discuss current trends in Learning Analytics and how xAPI, Artificial Intelligence will impact Learning Analytics.
Panelists
sarajit-poddar-learningcafe-150x150 Learning Analytics - From Reactive to Predictive Featured LearningCafe Webinars Vanessa-Blewitt-LearningCafe-100 Learning Analytics - From Reactive to Predictive Featured LearningCafe Webinars Jeevan-Joshi Learning Analytics - From Reactive to Predictive Featured LearningCafe Webinars
Sarajit Poddar – Workforce Planning & Analytics SME at Ericsson
Vanessa Blewitt – Global Transformation Lead – Learning Intelligence and Effectiveness at Nestle
Jeevan Joshi – Founder – LearningCafe & CapabilityCafe
We discuss
Why Learning data needs from a reactive mode of collecting completion information to using predictive data to make Learning more effective.
How xAPI and other emerging standards provide a platform for better analytics but have implementation challenges.
The opportunities to link learning analytics with business outcomes.
How Artificial Intelligence/ Machine Learning will demand better Learning Analytics.
Slides from an Executive Masterclass I taught (with support from incredible guest lecturers) at Ta'atheer 2017, the Middle East, North Africa CSR and Social Impact Summit. The one-day program gave participants a quick dive into theory, practice and application of strategic CSR Impact Measurement and Management
.
Follow, engage, learn, perform
LinkedIn Profile http://bit.ly/Wayne-Profile
LinkedIn Author Page http://bit.ly/Wayne-LinkedIn
YouTube Channel http://bit.ly/CSR-YouTube
Strategic CSR Video Playlist: http://bit.ly/Strategic-CSR
SlideShare http://bit.ly/Wayne-SlideShare
CSR Training Institute on LinkedIn http://bit.ly/CSR-LinkedIn
Twitter @Zingmore / https://twitter.com/ZINGmore
Website http://www.csrtraininginstitute.com/
Newsletter - http://eepurl.com/XWCy5
Targeting towards the health and human services communities, this presentation covers the importance of a data-driven culture, how to identify areas where data can be used to innovate and how to recognize the operational processes you must have in place to fully utilize your data.
Enterprise analytics: Strategies and partnershipsWilliam O'Shea
Presentation regarding:
Key capabilities for analytic development
Stages of analytic development in organizations
Organizational approaches to analytic teams
Evolving models of analytic roles and leadership
Implications of these developments
To be a champion, I think you have to see the big picture. It's not about winning and losing; it's about every day hard work and about thriving on a challenge. It's about embracing the pain that you'll experience at the end of a race and not being afraid. I think people think too hard and get afraid of a certain challenge. Summer Sanders
Why Integrated Data Governance and Data Quality is Critical to Business SuccessPrecisely
High-quality data is a fuel that accelerates highly effective decision-making. Under the modern data governance journey, enterprises must revisit their stewardship processes regularly in order to keep data accurate, consistent, and relevant in all decisioning contexts. At the same time, organizations must make sure that data governance practices protect privacy, are free of bias, and enforce stringent controls in response to new legal, regulatory, and competitive imperatives.
Join TDWI’s senior research director James Kobielus along with Precisely’s Michael Sisolak and Susan Pawlak on this webinar to explore the challenges and benefits of implementing robust data governance in today's cloud-centric business environments. They discuss key steps in the implementation of governance practices that contribute to high-quality decision-making, including:
• Assessing your enterprise’s data governance maturity and integrity level;
• Aligning data governance with key business priorities, outcomes, and metrics;
• Producing improved business outcomes based on trusted data
• Instituting data literacy training with a strong self-service data governance focus;
• Implementing data-driven automation, continual monitoring, and self-service augmentation of all data-governance functions
• Automating the application of predefined data governance policies to ensure compliance with new regulatory mandates
• Must-have capabilities of an operational data governance solution
• The integral relationship between data governance and data quality
How organizations can become data-driven: three main rulesAndrea Gigli
The presentation shows how organization can successfully become data driven and avoid wasting time and money. It explain how to prioritize business questtions, how to combine properly people, tech&data and processes, and how to structure a transforamtional journey for becoming a data driven.
Similar to Jessica Collins: Engaging Stakeholders and Adoption for People Analytics Success (20)
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People Analytics Conference 2023 Summer
Website: https://pacamp.org
Youtube: https://www.youtube.com/channel/UCeHtPZ_ZLZ-nHFMUCXY81RQ
FB: https://www.facebook.com/pacamporg
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FB: https://www.facebook.com/pacamporg
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Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
2. About Me
Jessica Collins, MIRHR, CHRL
• Director, Organizational Culture and Analytics, Anchor HR Services
• Instructor, Advanced Applications for People Analytics, York University
Driven to partner with organizations building a data-driven culture to better
support, inspire, and enable their people.
3. Anchor HR
Culture
Assisting clients implement a
mission-focused culture that is
participative, evidence-based,
and forward-focused
Change
Ensuring companies effectively
navigate changes necessary to
meet a changing world though
employee engagement and
leader enablement
Growth
Helping organizations
scale effectively to support
rapid growth and soft
landings in Canada
4. About You!
What is your primary background?
• Business
• Data Science
• Human Resources
• Social Sciences
• Technology
• Other
6. Analytics Helps HR Anticipate
• HR is viewed as an “anticipator” when using analytics to predict
talent gaps in advance, providing insights about how people data
relates to business goals
– 3X more likely to make good hiring decisions
– 1.4Xmore likely to be seen as very capable of managing change
– 2X more likely to be in the top 10% of high-performing companies
Development Dimensions International, Inc. (2021). CEO Leadership Report 2021.
7. Common Challenges
8% of organizations view CHROs as “anticipators” (DDI)
59% of HR professionals lack data literacy (AIHR)
<1% of HR practitioners read academic journals (Management Executive)
70% of digital transformations fail (McKinsey & Company)
Development Dimensions International, Inc. (2021). CEO Leadership Report 2021.
McKinsey & Company. (2016). The ‘how’ of transformation.
Colcquitt, A. L. (2017). Next Generation Performance Management.
Academy to Innovate HR. (2021). The current state of HR competencies: Only 2 in 10 HR professionals have future-proof skills.
8. Visier. (2017). The Economic Impact of People: The Journey of Visier Customers to Business Impact and Strategic Value.
Greater Value in Wide-Spread Adoption
10. Alignment on what success looks like for focus and agility
Strategy and Culture
•OrganizationalMission
•Strategic Priorities
•Standards
•Change Success Measures
Early and continuous insights from all impacted, with meaningful participation
Listening and Collaboration
•Co-Creation
•Surveys
•Focus Groups
•Joint Problem Solving
Targeted actions for immediate, ongoing, and long-term impacts
Quick and Ongoing Action
•Quick Wins
•Transparent Communication
•Data Literacy
•Storytelling
Build in
milestones with
feedback loops to
course correct and
measure ROI
Change Model
11. Strategy, Culture & ROI
Participative
culture of
ongoing
employee
voice
Evidence-based,
forward-focused
decisions
Mission-oriented
performance
enablement
Mission-
oriented
performance
enablement
ONGOING:
measuring impact &
adapting based on ROI
and employee
sentiment at
each level
Clear policies
and
procedures
supporting
compliance
Strategic and
authentic leader
enablement
13. Quick and Ongoing Action
• Start with current data
and systems
• Prioritize questions
• Share timely insights
• Build data literacy
Use What You
Have
• Answer strategic
questions
• Add value to the
business through
analytics projects
Solve
Problems • Automate real-time,
interactive, integrated
dashboards
• Enable access to insights
across the organization
Scale and
Embed
16. Supporting Stakeholders
Partnership
Asking what is important
to stakeholders and
discussing
Information Sharing
Explaining the goal to be
more valuable to their
team
Trust
Addressing concerns
about privacy,
transparency, and impact
19. Metrics
What is important to you in
your role?
How do you measure
success in your
department?
What are your organization’s Key
Performance Indicators?
21. Theories
Do you have theories about
what makes a successful
and engaged employee in
your team?
What makes an
employee hardest to
replace?
What do you think would improve
employee retention?
23. Alignment on what success looks like for focus and agility
Strategy and Culture
•OrganizationalMission
•Strategic Priorities
•Standards
•Change Success Measures
Early and continuous insights from all impacted, with meaningful participation
Listening and Collaboration
•Co-Creation
•Surveys
•Focus Groups
•Joint Problem Solving
Targeted actions for immediate, ongoing, and long-term impacts
Quick and Ongoing Action
•Quick Wins
•Transparent Communication
•Data Literacy
•Storytelling
Build in
milestones with
feedback loops to
course correct and
measure ROI
Change Model
