Andy Wickham of A.Y. McDonald Mfg. Co presented on enterprise performance management (EPM) for improved multi-business budgeting and financial reporting during the Loras College Business Analytics Symposium breakout sessions.
Enterprise Performance Management (EPM) is the process of monitoring performance across your organization with the goal of improving business performance. From strategy formulation and business planning/forecasting to financial management and supply chain, EPM is the convergence of better data, better tools and better processes to empower people at all levels of the organization to help improve performance. This session helped participants explore the budgeting and financial reporting side of EPM and how its implementation can improve their business.
Best Practices for Enterprise Performance ManagementPerficient, Inc.
A special webinar for Finance professionals
Looking forward to budget season? For many managers, the budget process is a painful, manual process driven by disconnected Excel spreadsheets that are error-prone, static, and generally non-collaborative. The result is a budget that becomes irrelevant as soon as the new fiscal year begins.
A more nimble response is needed. Budgeting and planning should be a continuous, flexible exercise based on rolling forecasts, and supported by systems that can adapt as the business climate changes.
Join us as we discuss how applying best practices and using an automated Enterprise Performance Management system can help intelligent enterprises reap the benefits of flexible budgeting, accurate forecasting and dynamic planning. By implementing best practices for budgeting and planning, you can:
- Make the budget process less painful
- Replace spreadsheets with web forms
- Automate the budget roll-up process
- Create budgets based on key business drivers
- Link strategic goals to operational decisions
- Integrate financial “actuals” with budget and forecast data
- Provide easy, real-time variance reporting
- Access a single version of the truth for financial information
Presenter Emil Fernandez is General Manager of Perficient's national Enterprise Performance Management practice.
It explains the basic principles of data warehousing, revealing the secrets of core concepts such as OLAP, dashboards, reporting tools, performance management, budgeting and strategy.
CAFE (Cognos Analysis for Excel): Using Excel with Cognos BI and TM1Senturus
Learn best uses for CAFE, useful techniques, common pitfalls and see demos. View the webinar video recording and download this deck: http://www.senturus.com/resources/cognos-cafe/.
Business and financial analysts use Cognos Analysis For Excel (CAFE) as a way to combine enterprise information with local data in an Excel spreadsheet that can be refreshed as server information changes. In this webinar, we looked at the capabilities of CAFE, compared them when using the tool with TM1 versus Cognos BI as a source and shared a number of useful tips and caveats.
Senturus, a business analytics consulting firm, has a resource library with hundreds of free recorded webinars, trainings, demos and unbiased product reviews. Take a look and share them with your colleagues and friends: http://www.senturus.com/resources/.
Best Practices for Enterprise Performance ManagementPerficient, Inc.
A special webinar for Finance professionals
Looking forward to budget season? For many managers, the budget process is a painful, manual process driven by disconnected Excel spreadsheets that are error-prone, static, and generally non-collaborative. The result is a budget that becomes irrelevant as soon as the new fiscal year begins.
A more nimble response is needed. Budgeting and planning should be a continuous, flexible exercise based on rolling forecasts, and supported by systems that can adapt as the business climate changes.
Join us as we discuss how applying best practices and using an automated Enterprise Performance Management system can help intelligent enterprises reap the benefits of flexible budgeting, accurate forecasting and dynamic planning. By implementing best practices for budgeting and planning, you can:
- Make the budget process less painful
- Replace spreadsheets with web forms
- Automate the budget roll-up process
- Create budgets based on key business drivers
- Link strategic goals to operational decisions
- Integrate financial “actuals” with budget and forecast data
- Provide easy, real-time variance reporting
- Access a single version of the truth for financial information
Presenter Emil Fernandez is General Manager of Perficient's national Enterprise Performance Management practice.
It explains the basic principles of data warehousing, revealing the secrets of core concepts such as OLAP, dashboards, reporting tools, performance management, budgeting and strategy.
CAFE (Cognos Analysis for Excel): Using Excel with Cognos BI and TM1Senturus
Learn best uses for CAFE, useful techniques, common pitfalls and see demos. View the webinar video recording and download this deck: http://www.senturus.com/resources/cognos-cafe/.
Business and financial analysts use Cognos Analysis For Excel (CAFE) as a way to combine enterprise information with local data in an Excel spreadsheet that can be refreshed as server information changes. In this webinar, we looked at the capabilities of CAFE, compared them when using the tool with TM1 versus Cognos BI as a source and shared a number of useful tips and caveats.
Senturus, a business analytics consulting firm, has a resource library with hundreds of free recorded webinars, trainings, demos and unbiased product reviews. Take a look and share them with your colleagues and friends: http://www.senturus.com/resources/.
Demand grows for ERP there is no doubt that the Enterprise Resource Planning (ERP) systems are in great demand today. Industry analysts are forecasting growth rates of more than 30% for at least the next five years. According to a study conducted on ERP solution, corporate growth has been indicated as the most compelling driver for adoption of ERP amongst senior management respondents.
FRIENDSHIP is a network
that needs:
no recharge!
no charging!
No roaming!
no validity!
no activation!
no signal problems!
just don't switch off your HEART !
Enterprise Resource Planning
BIS solutions DMCC is a fast-growing customized ERP software provider for small to large-scale organizations. Our specialty is to provide the best cloud ERP solution to our clients mainly in construction, trading and hospitality segments.
Why to strangle your business and increase complexities by using primitive business methods? Rather go for implementing an effective tool – ERP in your business and overcome the barriers of growth. Read on to discover the top signs that your business needs an ERP system. This guide will help you to analyze the pain points that your business has and how can they be resolved.
ERP software has several applications in different fields. The uses of ERP software in multiple industries show its crucial role within different organizations.
Accounts payable and Best Practice Principles Automation - Sydney 2016Alexandra Khalifa
The accounts payable function has risen to prominence in recent years as a back-office after-thought that can be transformed into a useful cash management mechanism. However, recent researches have found that the majority of enterprises are still employing manual methods of invoice-processing, which has inflated both processing costs and cycle times.
How can I reduce invoice-processing costs & time? What is really new in “scanning supplier invoices”? How can accounts payable personnel work more efficiently?
If you have not found the right answer to all these questions, download the Xcellerate IT's Executive Lunch Powerpoint presentation from March 2016 to learn best practice principles within Accounts Payable and learn how some of the major organisations in Australia have already cut invoice-processing costs and time by over 90%.
Featuring Case Study from Victoria University
Demand grows for ERP there is no doubt that the Enterprise Resource Planning (ERP) systems are in great demand today. Industry analysts are forecasting growth rates of more than 30% for at least the next five years. According to a study conducted on ERP solution, corporate growth has been indicated as the most compelling driver for adoption of ERP amongst senior management respondents.
FRIENDSHIP is a network
that needs:
no recharge!
no charging!
No roaming!
no validity!
no activation!
no signal problems!
just don't switch off your HEART !
Enterprise Resource Planning
BIS solutions DMCC is a fast-growing customized ERP software provider for small to large-scale organizations. Our specialty is to provide the best cloud ERP solution to our clients mainly in construction, trading and hospitality segments.
Why to strangle your business and increase complexities by using primitive business methods? Rather go for implementing an effective tool – ERP in your business and overcome the barriers of growth. Read on to discover the top signs that your business needs an ERP system. This guide will help you to analyze the pain points that your business has and how can they be resolved.
ERP software has several applications in different fields. The uses of ERP software in multiple industries show its crucial role within different organizations.
Accounts payable and Best Practice Principles Automation - Sydney 2016Alexandra Khalifa
The accounts payable function has risen to prominence in recent years as a back-office after-thought that can be transformed into a useful cash management mechanism. However, recent researches have found that the majority of enterprises are still employing manual methods of invoice-processing, which has inflated both processing costs and cycle times.
How can I reduce invoice-processing costs & time? What is really new in “scanning supplier invoices”? How can accounts payable personnel work more efficiently?
If you have not found the right answer to all these questions, download the Xcellerate IT's Executive Lunch Powerpoint presentation from March 2016 to learn best practice principles within Accounts Payable and learn how some of the major organisations in Australia have already cut invoice-processing costs and time by over 90%.
Featuring Case Study from Victoria University
WEBINAR: Align your Enterprise with Powerful Analytics! Oracle EPBCS (Enterpr...Amber Wallace
Learn the first-hand features and benefits of Oracle EPBCS:
Powerful analytics dashboards, what-if and predictive capabilities to reveal unparalleled insights into your business
Dashboards that are easy to use, maintain, and get up and running in no time
Intuitive business wizards which allow you to evolve your planning process as the business changes
A configurable, upgradable planning framework to tailor your planning solution specific to the business requirements
WEBINAR: Align your Enterprise with Powerful Analytics! Oracle EPBCS (Enterpr...Jade Global
During this Webinar, you will see first-hand features and benefits of Oracle EPBCS:
Powerful analytics dashboards, what-if and predictive capabilities to reveal unparalleled insights into your business
Dashboards that are easy to use, maintain, and get up and running in no time
Intuitive business wizards which allow you to evolve your planning process as the business changes
A configurable, upgradable planning framework to tailor your planning solution specific to the business requirements
Contact Jade Global Today For a FREE DEMO to see how your business could benefit from Oracle EPBCS
Info@jadeglobal.com 1 877-523-3448
Connect with us:
Website: http://www.jadeglobal.com
LinkedIn: http://www.linkedin.com/company/jade-...
Facebook: https://www.facebook.com/jadeglobal/
Twitter: https://twitter.com/JadeGlobal
KScope14 ranzal Organizational Value through AnalyticsAlithya
Edgewater Ranzal's Mike Killeen, VP of technology and Oracle Ace, and Chris Churchill, VP or planning and analytics, presented "Putting the 'A' Back into FP&A - Delivering Organizational Value through Business Analytics" at KScope14.
ChristianSteven presentation to the Thinkware Technology Summit in Germany and Switzerland covering the benefits of ChristianSteven products including CRD for report scheduling and distribution.
ChristianSteven Presentation to the Thinkware Technology Summit in Germany and Switzerland covering ChristianSteven products including CRD for Crystal Reports, SQL-RD for SSRS and MARS for Microsoft Access
After years of labor intensive, Excel-based reporting, see what happens when a multinational supplier of equipment moves to an automated financial management process using Hyperion Planning and Reporting.
Accounts Payable Killer Application for SharePointKnowledgeLake
Accounts Payable departments are making great strides in automating their operations by leveraging Microsoft software already available in your organization. According to IOMA, world-class Accounts Payable departments can process upwards of 80,000 invoices per person per year. This efficiency translates into a cost savings of more than $3 per invoice.
MAYOR Farm Manager is an end-to-end resource planning tool specifically tailored to suite the needs of a Farm Owner / Manager.
With the deployment of the MAYOR Farm Manager you can easily enjoy timeless storage of all transactions such as production data, expenses, operational data – like how much feed was given at what time, and generate several types of reports and analytics data of your farm
Benefits of MAYOR FARM MANAGER:
Save valuable time by switching to electronic records system,
Improved accuracy of records keeping,
Improved accessibility - access day-to-day records of your farm from anywhere in the world,
Access control – limit information to a need to know basis,
Receive automatic monthly & annual reports in your email,
The challenges and opportunities faced today by CFOs and Finance professionals are echoed across all industries. This presentation will help you make the most of Dynamic Analysis by showing easy-to-interpret, visually powerful KPI's in one dashboard view that includes Revenues, Profitability, Cost of Revenues, Net Revenue, SGA, Operating Income, ROI, Gross Profit %, Current Ratio, Inventory Turn, Leverage and more. All in a single view.
The challenges and opportunities faced today by CFOs and Finance professionals are echoed across all industries. This presentation will help you make the most of Dynamic Analysis by showing easy-to-interpret, visually powerful KPI's in one dashboard view that includes Revenues, Profitability, Cost of Revenues, Net Revenue, SGA, Operating Income, ROI, Gross Profit %, Current Ratio, Inventory Turn, Leverage and more. All in a single view.
Opening the Window to Data: Pella’s Journey - Creating Value with InformationCartegraph
Rick Hassman of Pella Corporation shared his organization's business analytics journey during the Loras College Business Analytics Symposium's breakout sessions.
As one of the leading manufacturers of windows and doors, Pella Corporation has had to undergo many transformations to compete with today’s fast-paced market. In keeping up with the competition, Pella struggled to create a comprehensive picture of their customer and actionable analytics for the business.
In 2000, Pella began their journey by replacing their legacy systems with integrated enterprise applications. The transformation enabled Pella to create a 360° view of the customer and capture tremendous amounts of information. Throughout this journey, Pella had to continuously adjust their approach to data as they expanded their applications to their customers. Learn how Pella changed their development methodology to ensure the data they were capturing could add value and transform their business to be a leader in their industry. Individuals who attend this session will learn why data analytic requirements have to be incorporated into application and process planning.
The Quest for the Best: Not All Data is Created EqualCartegraph
Paul Kongshaug, founder and CEO of BlendCard, presented The Quest for the Best: Not All Data is Created Equal during the breakout sessions of the Loras College Business Analytics Symposium.
There is little doubt that data has changed everything. But not all data is created equal. This is the story of one startup’s journey to innovate by collecting and connecting the best possible data available in the local marketplace. Through this session, entrepreneurs or anyone considering a career in data analytics gained perspective about the importance and challenges of collecting the right data.
The Analytics CoE: Positioning your Business Analytics Program for SuccessCartegraph
This Loras College Business Analytics Symposium breakout session presentation by Kiran Garimella, Ph.D., president and founder of XBITALIGN, explored the analytics center of excellence (CoE).
A business analytics program is more than the application of data science and Big Data technology to data. Success should be measured not only by the valuable insights the program delivers, but also by how well it is sustained and how much the ‘analytics mindset’ becomes part of the company’s DNA. The journey is not only from data to information, but also from information to knowledge, and from knowledge to intelligence. The foundation for making this happen is a well-structured Analytics Center of Excellence (CoE).
The Journey to Exceptional Customer ExperienceCartegraph
This Loras College Business Analytics Symposium breakout session presented by Cathy Carlson and Bruce Barchus of Vizability LLC described the journey on the way to exceptional customer experience. What does that have to do with analytics? Everything. Data-driven decisions are critical to optimizing the way your organization delights (or not) your customers. Challenging your organization to be great on an end-to-end basis is never ending. Welcome to the journey.
Participants received a guide for getting real world results, including a list of tools to help along the way.
Matt Hart of BetterWorks dove into achieving growth with goals for the Loras College Business Analytics Executive Breakfast.
Goals define and continually shape the journey in all facets of live - personal, health, and professional. The presentation will focus on goal-setting, specifically the role goals have in our lives and how it is more important now than ever for companies to get goal-setting right. The audience will leave the presentation with an understanding of how modern thinking on Goal Science promotes alignment, visibility, and accountability to a company’s strategic goals and objectives.
Leveraging Financial Planning for Operational AnalyticsCartegraph
This presentation by Scott Stevenson and Mike Jelen of eCapital Advisors explored the foundation of financial planning, how to create an efficient process and incorporate analytics and planning.
Opportunities for you, your company and your worldCartegraph
The 2015 Loras College Business Analytics Symposium kicked off with a morning keynote by Tim Suther, managing director at JP Morgan Chase that took a look at the enormous business analytics opportunities available to you, your company and your world.
Attendees left this presentation with an idea of how to:
-Identify these opportunities
-Position themselves and their company for these opportunities
-Prioritize among the many opportunities that will inevitably be identified
-Be a world citizen while pursuing these opportunities.
Loras College 2014 Business Analytics Symposium | Steve Whinnery and Scott St...Cartegraph
This presentation will walk you through an explanation of planning, industry leading practices for planning, executive leading practices for planning and finally analytics and planning.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Ron Dimon: EPM Done RightCartegraph
EPM is the convergence, finally, of better data, better tools, and better processes to empower people at all levels of the organization to answer those basic questions and help improve performance.
Based on his 2013 book (published by John Wiley & Sons), Ron Dimon will show how EPM helps your organization:
-Tap in to all this data for competitive advantage: from new insight to novel action
-Keep people engaged in their work and aligned with strategy
-Conduct "enlightened debates"
-Treat performance improvement as a management process
Ron will share better practices and what some of the leading organizations who have embraced EPM are doing in this interactive and inspiring session.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Margie Flynn: Measuring Sus...Cartegraph
Through this presentation, Margie Flynn will walk you through measuring sustainability (trends in sustainability data, ratings and frameworks) and sustainability reporting benefits, global reporting initiative and best practices.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Daniel Rebella, Phil Pillsb...Cartegraph
Learn about monetizing big data financials, performance insights and performance management in the cloud.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Greg Hedges: Social Risk or...Cartegraph
Preventing headline news of social business antics is one reason executives hire Protiviti. The focus to prevent bad things from happening with social, however, often obscures hidden gems of Upside opportunity. The irony? Walking past the Upside is likely an even greater risk.
We rethink downside risk to invent "The Reveal," that ppint in the consulting episode where a marvelous makeover is unveiled to delight the client. In this talk, we share a few cases of "Consulting: Impossible" where we reveal Upside opportunity side by side with that reduction in social business risk.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...Cartegraph
We are data rich and information poor--many companies have lived through the same challenges. We used to look at data in standard form and try to justify why things did not go the way they were planned and forecasted. We performed "autopsies on dead bodies but never brought them back to life, instead of finding a remedy for cure to deal with the future!"
Now we analyze data from multiple sources, establish patterns and cross references and then work on predictable models to allow Strategic Planning with a high degree of insight and proactive priority setting.
It's a mind shift and mind-set change that has taken a hold of the company and is pervasive down to the lowest level of planning. Constant change is what challenges us to continuously question our own models and improve in order to manage our business successfully.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Dan Conway: Sports AnalyticsCartegraph
Learn how you can use sports analytics to improve and predict player performance in baseball, basketball and football.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Colleen McKenna: Measuring ...Cartegraph
With a continuously evolving and expanding landscape, we often see professionals (or even entire organizations) completely overwhelmed and intimidated by social media. Want to know a secret? The truth is that social media is not drastically different from traditional communication approaches--the tools are just changing.
This session breaks down the barrier of social media and focuses your efforts back onto strategy and measurement where they belong. After all, how will you know if your efforts are successful if you never measure anything?
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Andy Stevens: Big Data Anal...Cartegraph
This session will cover issues and and advice for implementing Big Data Analytics in a Research and Development context. In addition to the basics, it will discuss the past, present and future and touch on relevant mathematics, statistics, science, technology, economics, business, history and even some literature.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Aaron Lanzen: Creating Busi...Cartegraph
Cisco Services is providing a behind-the-scenes perspective of its decision management and smart analytics programs. Success for Cisco is more than the technology or any one project. It's a mix of art, philosophy and technology that allows analytics to keep adding value to the business. You will hear how the program has evolved over the last 6 years and will explore different levels of smart analytics. Along the way, you will hear how the team grew a simple idea into a patent-pending resource allocation model.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Loras College 2014 Business Analytics Symposium | Tim Suther: New Opportuniti...Cartegraph
We live in the age of information, an era presenting enormous transformational opportunities for business, community and individuals alike. This session will highlight how organizations of all sizes and people from all walks of life can prioritize and pursue opportunities to perform better and to live life more richly.
For more information on the Loras College 2014 Business Analytics Symposium, the Loras College MBA in Business Analytics or the Loras College Business Analytics Certificate visit www.loras.edu/mba or www.loras.edu/bigdata.
Executive Panel | 2013 Loras College Business Analytics SymposiumCartegraph
Loras College is proud to present our annual Business Analytics Symposium on March 27, 2014 at the Grand River Center in Dubuque, IA. Industry experts will share their insights about the evolving field of business analytics opportunities. Learn about everything from best practices when analyzing data to the importance and benefits of building a culture of analytics within your organization.
To learn more, secure your seat or to take advantage of group discounts visit www.loras.edu/bigdata.
Best Practices in Financial Planning and Analysis | 2013 Business Analytics S...Cartegraph
Loras College is proud to present our annual Business Analytics Symposium on March 27, 2014 at the Grand River Center in Dubuque, IA. Industry experts will share their insights about the evolving field of business analytics opportunities. Learn about everything from best practices when analyzing data to the importance and benefits of building a culture of analytics within your organization.
To learn more, secure your seat or to take advantage of group discounts visit www.loras.edu/bigdata.
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
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
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
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.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Implementation of EPM for Improved Multi-Business Budgeting and Financial Reporting
1. EPM for Improved
Budgeting and Financial
Reporting
Andy Wickham, Controller
AY McDonald Industries, Inc.
Loras College Business Analytics Symposium
March 25, 2015
2. Who is A.Y. McDonald
Founded in 1856 by Andrew Young McDonald
Remains family owned – 5th generation
Has history of acquisitions
Growth will be drive through focus on core businesses
while capitalizing on strategic acquisitions
The mission of A.Y. McDonald Mfg. Co. in the words of our founder is
“To make good products and to sell them honestly.”
We, the stockholders and employees, accomplish this by extending the McDonald family culture
through excellent customer service and by focusing on our customers’ needs.
7. Overview
A.Y. McDonald’s initiative to implement EPM
1. Organizational Need
a) Streamline annual budgeting process
b) Develop method to complete mid-year financial forecasts
c) Improve monthly consolidated financial reporting
d) Implement user interface for reporting
2. Selection process, how did we decide on Oracle Hyperion?
3. Implementation process
4. Benefits of EPM
a) Users’ empowerment
b) Creating efficiencies
c) Best in class tools
d) Establishing “go-to” data
5. Lessons learned along the way
8. Why EPM?
Significant accounting effort didn’t leave time for analysis:
Effort to pull together numbers
Effort to ensure accuracy of the numbers
Method of budgeting created environment where accounting owned
the numbers and department manager disconnection
Errors created skepticism and lack of ownership
Wide assortment of source data with no direct connection to housed
data
Following up on variances is difficult without source data
Common approach to budgeting that allows for leveraging across
existing businesses and future acquisitions
Establish single data set with direct user interface capability
10. Monthly Financial Reporting
Separate General Ledgers at each business
Different chart of accounts
Getting into and understanding details is difficult
Different financial statement layout
Changes made during consolidation to force consistency
Some inconsistency unknowingly remained
Little consistency in financial statement presentation at subsidiary
level
Multiple currencies, USD and CAD
Significant review of final reports needed to ensure accuracy
11. Reporting & Analysis
Requests for new reports or
changes to existing reports
requires IT effort
Reports run on ERP server
Transactional work such as order
processing, production reporting,
and picking/shipping shares
system CPU with reporting
Much reporting taken from ERP,
put into Excel, manipulated and
emailed out to decision makers
12. Selection Process
Review three industry leading solutions along with ERP solution
Oracle Hyperion Planning & EPM
IBM Cognos Express
Infor dEPM
EPICOR EPM
Implementation Cost
Software Solution
Implementation Consultant
Hardware – Existing VM Server
Implementation Effort (Jan – Nov)
RFP & approval – (Jan-April)
5 month integration – (June-Oct)
2015 Budget
Consolidated Financial Reporting – Nov. 2014
14. Implementation Deliverables
Development of data cubes
Compensation/Payroll Budget
Capital Spending Budget
Financial Budget & Reporting
Comp AYMRptCapX
Division
Dept
Job
Employee
Scenario
Version
Year
Division
Dept
Account
Product
Currency
View
Scenario
Version
Period
Year
Division
Dept
Asset Class
Asset Detail
Scenario
Version
Year
15. Implementation Deliverables
Establish dimensional hierarchies
Identified 10 needed dimensions
1. Division
2. Period
3. Year
4. Scenario
5. Version
6. Department
7. Account
8. Product
9. Currency
10.View
Hierarchy aids reporting
17. Implementation Deliverables
User security
Report creation
P&L
Balance Sheet
Statement of Cashflows
Capital Spending
Departmental reporting
Employee counts
KPI reporting
18. Benefits of EPM
Non-financial managers access
Input budgets
Headcount/compensation
Capital projects
Operating expenses, including supporting detail
Ability to access results and run reports
Excel add-in allows for ad-hoc reporting
19. Benefits of EPM
Delivers efficiencies
Allow for quick entry of data during the planning process
Automated consolidation shortens time to close books
Less time on assembling data = more time to analyze them
20. Benefits of EPM
Best in class tools
Web based user interface
Built in user task lists and instructions
Houses supporting detail, notes,
attachments
Adhoc analysis via Excel add-in
Cubed data structure allows for
changes to be made at any level
of hierarchy
Drill through to source data
Automated data loading
MS Office integration
21. Benefits of EPM
Data
Creates single repository for actual, forecast, and plan data
One version of “the truth” for your organization
Data hierarchy creates natural inflection points
Scenario dimension allows for “what-if” analysis
Stepping stone to business intelligence
Financial
Sales
HR
Operations
Logistics
Dashboards
Dashboards
Adhoc Analysis
M.S. Office
Report Books
Mobile
Std Reports
EPM
&
Business
Intelligence
22. Lessons learned
Spend more time on front end planning/scoping
Force subsidiaries involvement
Drive resolution on hierarchy differences
Statement of Cashflows tend to be unique by organization
Drill through and data loads
Don’t underestimate the technical learning curve
Reliance on consultant expertise
Identify key items for knowledge transfer
Need multiple in-house experts
EPM is a truly leveragable investment
Not just a financial reporting tool
Perfect for complex spreadsheets
Detailed reporting
Sales
Operations
23. In summary
Use EPM to:
Transform accounting staff
Provide users direct access to data and tools
Establish consistent, agreed upon data sets
Leading to better data to improve decision-making
EPM implementation can be the first project in a series of effort to
become a data driven organization
Financial data
Multiple data sets, e.g. Sales, Operations, HR
Precursor to business intelligence
At AY McDonald we felt something needed to be done to streamline our annual budgeting and monthly close process. Timely, error prone, and left little time for analysis as it was everything we could do to physically complete the consolidation and ensure it was error free.
The process of requesting budget numbers from managers, keying them into Epicor, having last minute changes made by accounting staff created an environment where the managers didn’t feel they owned the numbers. Often when questions would come up the manager would refer to the numbers as “Accounting’s numbers.” Without a single system containing the underlying source data it made it hard to reference what made up the original budget, thereby making it difficult to explain variances during the year.
We needed a common approach to budgeting at each subsidiary and something we could introduce to acquisitions as they became part of the organization.
Wanted a set of data that would provide consistency and was accessible to users without getting into the IT que.
Budget files submitted by managers and entered by Finance
Payroll
Benefits
Capital Expense
Departmental Expense
Financial statements submitted by subsidiaries and manually entered in by Finance
Gather spreadsheets from multiple folders to create budget books
Prone to errors
Inaccurate data can be submitted or entered
Same data is entered in two different interfaces by two different groups of users
Lack of timely reviewing tools
Limited Interactions
Reports are “owned” by their creators
Difficult to review account balances submitted by external parties
No “What if” Scenario
Data is not centralized
Users must know where files/folders are located
Linking data between spreadsheets is time consuming
Each subsidiary had it own unique chart of accounts, making it difficult for a corporate understanding of subsidiary detail. Additionally each subsidiary reported their balance sheet, P&L, and statement of cashflow differently, requiring changes to be made during the corporate consolidation. We found during the EPM implementation that unknowingly some inconsistencies existed.
Executive leaders were presented with subsidiary financial statements that were very unique, little consistency across subsidiaries. Even at Gross Profit and Operating Profit levels subsidiaries comparisons were not valid.
FX on cambridge was calculated manually in Excel
Each month a significant amount of effort was made checking and rechecking numbers to ensure accuracy.
We wanted to eliminate having to get into the IT que for simple report requests or changes to existing reports.
Moving EPM to a separate Virtual serve would take reporting processing of ERP server.
It was a common practice to take data off a report, put in Excel, and manipulate prior to publishing report. Felt efficien
Task list – security by user, only see what they have responsibility.
Security – First level is Application; Second level is task list & form; and lastly Dimensional security mostly around dept and division
Improves plan and reporting accuracy
Reduces time lost in IS reporting queue for report origination and change requests
Creates availability of data to drive decision making
Greater access to usable information throughout businesses
Single data source provides “One version of truth”
Finance and Non-Finance Hours Repurposed:
25% reduction in reporting and planning hours frees up $35,000 in annual payroll costs (Finance Dept spends est. 5000 hrs/yr on reporting & planning )
10% improvement in report writing and modification frees up $15,000 in annual payroll costs (Estimated 2 FTEs utilized in process, IS and non-IS)
Creates a platform that can be leveraged given our growth plan
Pull in subs to ensure you nail down consistency at account and dept level. Statement of Cash Flow method nailed down
Technical aspects – Use implementation to ensure knowledge transfer Calc scripts and establishment of new data sets can be very tricky. What items are critical to be learned to ensure self-sufficiency.
Additional planning/scoping would have ensured drill-through and auto data loads were developed to expectations.