Tim Bates Mba Technology Conference 2007 Data Mining Presentation

May 8, 20091 like298 views

Presentation given at the 2007 Mortgage Bankers Association Technology Conference- topic was the Operational Process of Data Mining.

Tim Bates Mba Technology Conference 2007 Data Mining Presentation

The document introduces hypothesis-driven thinking. It discusses that hypothesis-driven thinking is a way of thinking about the overall framework and conclusions of a problem with limited information and time. Hypothesis-driven thinking is similar to abduction, which forces oneself to think about the possible causes of a problem. It emphasizes building hypotheses first before experiments to verify hypotheses. Seeing the overall picture is important for taking action.

Optimizing Data for EPMRavi Tirumalai

The document discusses a lecture on optimizing data for enterprise performance management (EPM). It covers understanding EPM data challenges, managing master data, and EPM products and solutions like performance applications, scorecards, dashboards, and key performance indicators. The lecture agenda includes an overview of the EPM workspace and applications, as well as challenges around financial consolidation, performance management, and business intelligence.

How to become an Analytics-driven organization - and why bother? - IBM Smarte...IBM Sverige

Presentation fr?n IBM Smarter Business 2011. Sp?r: IBM Cognos Performance. Information is the oil of the future. It will be the resource running our economy in ways not possible in the past. In this era of extreme information organizations need to understand how to find the information that really matters and how to draw intelligence from it. They need to become Analytics-driven. Talare: Juha Teljo, Business Analytics Executive. Mer information p? www.smarterbusiness.se

Black Diamond LMST Road Map to Loan Modification SolutionMitchell Grooms

This document outlines a loan modification solution that uses data aggregation, advanced analytics, and customized loan modification programs. Key aspects include identifying risks at both the portfolio and individual loan levels, developing models to measure risk and identify troubled loans, defining solutions to mitigate risks, creating HAMP-qualified modification programs, and installing performance monitoring tools. The proposed solution includes collecting and integrating data, modeling credit risk and performance, evaluating solution strategies through discounted cash flow analysis, and ongoing performance oversight to optimize portfolio value and compliance.

Cheque Truncation System SolutionNewgen Software Technologies Limited

The document discusses a case study of an Indian bank implementing Newgen's Cheque Truncation System (CTS) solution. The bank needed a centralized solution to process cheques that was compliant with central bank regulations and provided faster processing. Newgen's CTS solution automated cheque processing, allowed for image-based cheque entry, and provided benefits like reduced errors, lower costs, and compliance. The solution scanned cheques, extracted and verified data, generated files for the central bank, and archived images.

IBM Business Analytics and Optimization - Introduktion till Prediktiv AnalysIBM Sverige

This document introduces predictive analytics and how it can improve decision making. It discusses how predictive analytics uses historical data patterns to make accurate predictions about current conditions and future events. This allows decisions to be made based on evidence rather than intuition. Examples are given of how predictive analytics has been used to reduce costs, increase sales and reduce customer churn. The document also outlines how IBM SPSS predictive software links different data sources into intelligence that can be used to target marketing campaigns, optimize product mix decisions and conduct proactive customer retention efforts.

Serialziation & e-Pedigree: 8 Project Myths That Can Derail YouMichael Stewart

This document discusses 8 myths or lessons learned regarding serialization and e-pedigree requirements. It provides an overview of PharmTech, a company that helps pharmaceutical manufacturers with track and trace projects. Some key lessons discussed include the importance of developing a strategic business plan, leveraging industry experience, properly piloting systems, and identifying business value beyond just compliance. The document encourages starting track and trace projects early given the magnitude of work and upcoming regulatory deadlines. It aims to help dispel myths that projects can be treated simply or that value is only in compliance.

Understanding Due Diligenceabrown1968

Knowledge Management Maturity Models and Phased MeasurementPatrick Murphy

6 Areas Of Focus to Maximize the Success of Your Digital Marketing Analytics ...Webtrends

This document outlines 6 areas of focus to maximize the success of a digital marketing analytics program: 1) Define a measurement strategy aligned with business objectives, 2) Implement tagging and data integration, 3) Deliver visualizations and reports, 4) Adopt the analytics across teams, 5) Ongoing optimization of marketing efforts using the data, and 6) Continual improvement through exception analysis and alerts. The experts recommend starting with a blank slate rather than default reports, using custom tagging for complex sites, integrating additional data beyond campaigns, and leveraging analytics to provide timely insights and optimization opportunities.

myDIALS Metrics Quick Guide: Developing Performance MetricsmyDIALS

This document provides a quick guide for developing performance metrics. It outlines a 7-step methodology: 1) Align metrics with operational approach, 2) Map operations, 3) Identify focus areas, 4) Determine key metrics, 5) Establish metric context, 6) Identify responsibilities, and 7) Authorize metric access. The goal is to select the right metrics to help optimize operations and ensure employees have relevant data to make better decisions.

A model for optimizing process efficiency in multi stream data keying environ...Daniel Hillman

This document discusses optimizing process efficiency in a multi-stream data keying environment through co-mingling workstreams. It identifies challenges with decentralized data keying processes, obstacles to change, and how co-mingling processes can improve seat utilization rates and reduce costs. The document presents a case study of J.P. Morgan Treasury Services co-mingling their data keying processes and provides a framework for analyzing current processes, evaluating alternatives, and documenting expected results of optimization efforts.

Outsourcing Best Practices - Process Efficiencyhillmand

090119 Enabling Strategic SourcingHan Driessen

BlinkLane Consulting is an organization that focuses on improving IT capabilities to enhance business performance. They help clients organize IT excellence and enable strategic sourcing by taking a phased approach consisting of strategy & scoping, selection, contracting, transfer, developing sourcing capabilities, and monitoring. Their goal is to define sourcing drivers, select optimal sourcing scenarios, and improve clients' internal sourcing management and capabilities to ensure outsourcing success.

Using business rules to make processes simpler, smarter and more agileDecision Management Solutions

How to implement ECM?Atle Skjekkeland

Infusing EPM in people and processRavi Tirumalai

The document discusses establishing an Enterprise Performance Management (EPM) competency center. It outlines that such a center is needed to continuously improve business processes, drive fact-based decisions, and align execution to strategy after ERP/EPM projects. The competency center would oversee areas like business process optimization, data maintenance, management reporting, and continuous user training. It proposes that the center have roles across enabling people, managing processes, and supporting technology to fulfill its goals.

Developing a Customer Insights StrategyRandy Pilkenton

This document discusses developing a customer insights strategy and provides an overview of the key components. It recommends defining a strategic objective and using a customer insights framework to guide activities. The framework involves deepening customer knowledge through research and applying insights across the organization. Examples are provided of how the framework has been used, including predictive modeling and segmentation. An approach is outlined that involves discovery, transition, and operationalizing customer insights over time.

Rutgers Research Centercarlabrut

The document describes the CarLab research center's structure, funding, advisory board, and research efforts. The center has limited annual funding of around $250K from sponsors like KPMG, Itau Unibanco, and an annual conference. The advisory board provides guidance and connections. Research projects analyze processes at companies like Siemens, HCA, Itau Unibanco, and P&G to develop methods for continuous assurance, monitoring, and auditing. The goal is more efficient, data-driven auditing through automation, analytics, and continuous evaluation of risks, controls, and data.

Zero defectSoft Skills World

SOFT SKILLS WORLD takes pleasure in introducing itself as an experienced and competent conglomeration with more than 300 Training & Development professionals. This team represents key functional domains across industries. We sincerely look forward to joining hands with your esteemed organization in our endeavour to create a mutually satisfying win-win proposition per se Organization Development interventions. May we request you to visit us at http://www.softskillsworld.com/to have a glimpse of the bouquet of our offers .We have partnered with the best & promise you an excellent organizational capability building. We firmly believe Hard Skills alone are not sufficient enough to enhance business success. Aligned with high performance organizational culture and given the right direction, Soft Skills is the best recipe for business success.

The Coming Age of Continuous Auditingcarlabrut

The document discusses the concept of continuous monitoring and auditing in a real-time economy. It defines continuous monitoring as an ongoing responsibility of management to improve governance, align business risks with controls, and leverage technology for efficiencies. Continuous auditing is described as work performed by internal audit to more effectively gain audit evidence and react timely to business risks. The document outlines a roadmap for implementing continuous monitoring and continuous auditing programs. It also discusses levels of real-time economy processes from the business process level to continuous monitoring and assurance.

How can Analytics help you?ooguzhan

Removing silosYves Zieba

Brainstorm - Smarter Simpler More Agile ProcessesDecision Management Solutions

Streamlining the Quota Process for a World-Class Sales OrganizationCallidus Software

Jim Parker discusses streamlining Novell's quota setting process. Novell is a global infrastructure software company with $1 billion in annual revenue. Previously, Novell's quota setting process was inefficient, inflexible, and inconsistent, involving 50 people over 4-5 months. Novell implemented a new centralized process using the TrueQuota software system. This standardized the methodology, provided automated linkages between quotas, and reduced the Americas process to under a week. The new process and system improved accuracy, flexibility, and management visibility into quotas.

Open Agile Romania 2011/Johan Lybaert - Agile Open Romania the Ventouris CaseMozaic Works

The document discusses an Agile software development project between Cegeka and 8 social security funds in Belgium called VENTOURIS. The project involved renewing the technology used for online processing and included developing a richer information model, document generation, rules engine, and business process engine. Using an Agile approach with close customer collaboration helped address risks like requirements gathering, budgeting, handling new requirements, and performance. Key practices included prioritized backlogs, 2-week iterations, continuous integration, and collective team ownership. The goal was to deliver high quality applications in the most productive way while allowing for changes throughout the project.

Rhd + Visual Risk Iq Presentation On Continuous Auditing District Conferenc...Joe Oringel

This document summarizes an internal audit conference session on data analytics and fraud detection. It discusses how the internal audit team of a large yellow pages company used data analysis tools to conduct an expense management audit. They analyzed $2.5 billion in payments over 24 months, identifying $2.2 million in duplicate payments. The audit revealed issues with manual overrides and system coding not preventing duplicate payments across legal entities. Recommendations included system enhancements and continuous monitoring to prevent future duplicate payments.

Check Point Brochure 5 Governance Sprints 2012[1]Project Adventure Inc

GDG Cloud Southlake #40: Brandon Stokes: How to Build a Great ProductJames Anderson

How to Build a Great Product Being a tech entrepreneur is about providing a remarkable product or service that serves the needs of its customers better, faster, and cheaper than anything else. The goal is to "make something people want" which we call, product market fit. But how do we get there? We'll explore the process of taking an idea to product market fit (PMF), how you know you have true PMF, and how your product strategies differ pre-PMF from post-PMF. Brandon is a 3x founder, 1x exit, ex-banker & corporate strategist, car dealership owner, and alumnus of Techstars & Y Combinator. He enjoys building products and services that impact people for the better. Brandon has had 3 different careers (banking, corporate finance & strategy, technology) in 7 different industries; Investment Banking, CPG, Media & Entertainment, Telecommunications, Consumer application, Automotive, & Fintech/Insuretech. He's an idea to revenue leader and entrepreneur that helps organizations build products and processes, hire talent, test & iterate quickly, collect feedback, and grow in unregulated and heavily regulated industries.

Revolutionizing Field Service: How LLMs Are Powering Smarter Knowledge Access...Earley Information Science

Revolutionizing Field Service with LLM-Powered Knowledge Management Field service technicians need instant access to accurate repair information, but outdated knowledge systems often create frustrating delays. Large Language Models (LLMs) are changing the game��enhancing knowledge retrieval, streamlining troubleshooting, and reducing technician dependency on senior staff. In this webinar, Seth Earley and industry experts Sanjay Mehta, and Heather Eisenbraun explore how LLMs and Retrieval-Augmented Generation (RAG) are transforming field service operations. Discover how AI-powered knowledge management is improving efficiency, reducing downtime, and elevating service quality. LLMs for Instant Knowledge Retrieval �C How AI-driven search dramatically cuts troubleshooting time. Structured Data & AI �C Why high-quality, organized knowledge is essential for LLM success. Real-World Implementation �C Lessons from deploying LLM-powered knowledge tools in field service. Business Impact �C How AI reduces service delays, optimizes workflows, and enhances technician productivity. Empower your field service teams with AI-driven knowledge access. Watch the webinar to see how LLMs are revolutionizing service efficiency.

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