PfMP® Exam Prep This is an intensive PfMP® Exam preparation course. This learning experience guides you through the multi-faceted discipline of portfolio management by focusing on the related technical, leadership, and business skills required to navigate it in the real world. First and foremost, this is an intensive PfMP® exam preparation course. Over the course, we go beyond exam prep to provide selected practice in applying key portfolio management skills, tools, and techniques. This learning experience guides you through the multi-faceted discipline of portfolio management by focusing on the related technical, leadership, and business skills required to navigate it in the real world. The journey zooms in and out between governance context and specific operational activities. The ultimate goal is practical application, with the bonus of certification along the way. What You Will Learn By the end of this program, you will be able to: Align and manage the portfolio, strategically, to satisfy organizational objectives and priorities, through benefit realization Articulate and emulate the role of a portfolio manager Apply the principles and skills of a portfolio manager to your real-world environment Study and prepare for the PfMP® Examination Apply for the certification, per the PMI PfMP Handbook and pass the initial panel review on your application Getting Started Course Overview Details of the PfMP® Certification process Foundation Concepts Projects, program, and portfolios A portfolio management process Strategy and value The role of the portfolio manager The role of key stakeholders Life cycle management The Portfolio Life Cycle Overview of Life Cycle Portfolio Management Information System (PMIS) Governance within the Portfolio Life Cycle Strategic Management Strategy concepts Supporting documentation and the strategic plan Planning and optimization Organizational risk appetite Managing strategic change Governance Management Overview and Guiding Principles The Concept of Governance Effective Design Factors Governance Roles Capacity and Capability Management Overview and Guiding Principles Capacity Management and Planning Supply and Demand (Management and Optimization) Organization Capabilities (Assessment and Development) Performance Management (Reporting, Analytics, and Balance) Stakeholder Engagement The Importance of Stakeholders Overview and Guiding Principles Definition and Identification Analysis and Planning Communications Approaches and Management Value Management Overview (Guiding Principles, Definition, and Components) Negotiating Expected Value Maximizing Value Assuring Value Realizing Value Measuring and Reporting Value A Look at Tools Risk Management Overview and Guiding Principles Portfolio Risk Planning Portfolio Risk Identification Portfolio Risk Assessment Portfolio Risk Response Examination Content Outline (ECO) Overview Structure Strategic Tasks Mapping Governance Tasks Mapping Performance Tasks Mapping Risk Tasks Mapping Communication Tasks Mapping List of Knowledge and Skills Exam Prep and Practice Overview Documenting experience Submitting the application Preparing to sit for the exam
PfMP® Exam Prep: In-House Training This is an intensive PfMP® Exam preparation course. This learning experience guides you through the multi-faceted discipline of portfolio management by focusing on the related technical, leadership, and business skills required to navigate it in the real world. First and foremost, this is an intensive PfMP® exam preparation course. Over the course, we go beyond exam prep to provide selected practice in applying key portfolio management skills, tools, and techniques. This learning experience guides you through the multi-faceted discipline of portfolio management by focusing on the related technical, leadership, and business skills required to navigate it in the real world. The journey zooms in and out between governance context and specific operational activities. The ultimate goal is practical application, with the bonus of certification along the way. What You Will Learn By the end of this program, you will be able to: Align and manage the portfolio, strategically, to satisfy organizational objectives and priorities, through benefit realization Articulate and emulate the role of a portfolio manager Apply the principles and skills of a portfolio manager to your real-world environment Study and prepare for the PfMP® Examination Apply for the certification, per the PMI PfMP Handbook and pass the initial panel review on your application Getting Started Course Overview Details of the PfMP® Certification process Foundation Concepts Projects, program, and portfolios A portfolio management process Strategy and value The role of the portfolio manager The role of key stakeholders Life cycle management The Portfolio Life Cycle Overview of Life Cycle Portfolio Management Information System (PMIS) Governance within the Portfolio Life Cycle Strategic Management Strategy concepts Supporting documentation and the strategic plan Planning and optimization Organizational risk appetite Managing strategic change Governance Management Overview and Guiding Principles The Concept of Governance Effective Design Factors Governance Roles Capacity and Capability Management Overview and Guiding Principles Capacity Management and Planning Supply and Demand (Management and Optimization) Organization Capabilities (Assessment and Development) Performance Management (Reporting, Analytics, and Balance) Stakeholder Engagement The Importance of Stakeholders Overview and Guiding Principles Definition and Identification Analysis and Planning Communications Approaches and Management Value Management Overview (Guiding Principles, Definition, and Components) Negotiating Expected Value Maximizing Value Assuring Value Realizing Value Measuring and Reporting Value A Look at Tools Risk Management Overview and Guiding Principles Portfolio Risk Planning Portfolio Risk Identification Portfolio Risk Assessment Portfolio Risk Response Examination Content Outline (ECO) Overview Structure Strategic Tasks Mapping Governance Tasks Mapping Performance Tasks Mapping Risk Tasks Mapping Communication Tasks Mapping List of Knowledge and Skills Exam Prep and Practice Overview Documenting experience Submitting the application Preparing to sit for the exam
DASA DevOps Fundamentals The DASA DevOps Fundamentals™ certification provides the core education necessary to build your DevOps vocabulary and understand its principles and practices. It's the ideal starting point for DevOps journeys, whether you're already familiar with working with Agile and/or DevOps teams or not. Faster software deployment, increased deployment frequency, and higher change success rate are only some of the visible outcomes of practicing DevOps. Organizations such as Netflix, Spotify, and Facebook are transforming IT by successfully implementing DevOps principles. But you don't have to be big to be a DevOps leader. Companies large and small, young and old, have smoothly made the transition and have the proof of success in their pockets. This course will inspire you to serve as a change champion by sharing and using what you learned, and continue to learn, about DevOps to lead and mentor others. A solid understanding of DevOps Fundamentals has helped numerous professionals and organizations how to approach a DevOps journey, not only from a tool and automation perspective but also looking in-depth at the softer side of things. This course provides learners with an extensive introduction to the core Agile DevOps principles. It covers all 12 key knowledge and skill competencies defined by DASA to ensure you acquire a solid knowledge of DevOps concepts and terminology. Multiple cases or scenarios, group discussions, and examples are included in the course to enhance your learning experience. What you will Learn DASA DevOps Fundamentals-certified professionals are able to: Explain the drivers responsible for the emergence of DevOps. Define and discuss the key concepts and principles of DevOps. List and explain the business benefits of DevOps and continuous delivery. Know how teams can translate DevOps principles into tangible practices. Learn about modern operations in a DevOps context. Explain the concepts of test automation, infrastructure automation, and build and deployment automation. Describe how DevOps relates to Lean and Agile methodologies. Get insight into the various organizational DevOps models and architectures. Identify how Cloud and Delivery pipeline automation optimizes and accelerates the ways of working. Discuss the critical success factors for DevOps transformation. Introducing DASA DevOps Fundamentals DASA DevOps Fundamentals An Introduction Case Study - Easy Journey Airways Building the DevOps Context DevOps Evolution Business Benefits of DevOps DASA DevOps Principles Goals and Measurements Knowing DevOps for Individuals T-Shape Profiles DevOps Capabilities by DASA DASA DevOps Certifications Getting Acquainted with DevOps Culture and Behavior Embracing a DevOps Culture Core Elements of a DevOps Culture Implementation of a DevOps Culture Understanding the Value of DevOps for Teams and Organizations Organizational Models Team Autonomy DevOps at Scale Getting Familiar with DevOps Management Practices ITSM Lean Agile Getting Familiar with DevOps Technical Practices Architecture Modern Infrastructure and Cloud Operations Enabling DevOps Team Performance Through Continuous Delivery and Automation Software Delivery Automation Concepts Continuous Delivery Core Concepts Continuous Delivery Automation Concepts Continuous Delivery Automation Focus Topics Measuring the Performance - The Next Steps Analyze the Current Situation Improve Incrementally
DASA DevOps Fundamentals: In-House Training The DASA DevOps Fundamentals™ certification provides the core education necessary to build your DevOps vocabulary and understand its principles and practices. It's the ideal starting point for DevOps journeys, whether you're already familiar with working with Agile and/or DevOps teams or not. Faster software deployment, increased deployment frequency, and higher change success rate are only some of the visible outcomes of practicing DevOps. Organizations such as Netflix, Spotify, and Facebook are transforming IT by successfully implementing DevOps principles. But you don't have to be big to be a DevOps leader. Companies large and small, young and old, have smoothly made the transition and have the proof of success in their pockets. This course will inspire you to serve as a change champion by sharing and using what you learned, and continue to learn, about DevOps to lead and mentor others. A solid understanding of DevOps Fundamentals has helped numerous professionals and organizations how to approach a DevOps journey, not only from a tool and automation perspective but also looking in-depth at the softer side of things. This course provides learners with an extensive introduction to the core Agile DevOps principles. It covers all 12 key knowledge and skill competencies defined by DASA to ensure you acquire a solid knowledge of DevOps concepts and terminology. Multiple cases or scenarios, group discussions, and examples are included in the course to enhance your learning experience. What you will Learn DASA DevOps Fundamentals-certified professionals are able to: Explain the drivers responsible for the emergence of DevOps. Define and discuss the key concepts and principles of DevOps. List and explain the business benefits of DevOps and continuous delivery. Know how teams can translate DevOps principles into tangible practices. Learn about modern operations in a DevOps context. Explain the concepts of test automation, infrastructure automation, and build and deployment automation. Describe how DevOps relates to Lean and Agile methodologies. Get insight into the various organizational DevOps models and architectures. Identify how Cloud and Delivery pipeline automation optimizes and accelerates the ways of working. Discuss the critical success factors for DevOps transformation. Introducing DASA DevOps Fundamentals DASA DevOps Fundamentals An Introduction Case Study - Easy Journey Airways Building the DevOps Context DevOps Evolution Business Benefits of DevOps DASA DevOps Principles Goals and Measurements Knowing DevOps for Individuals T-Shape Profiles DevOps Capabilities by DASA DASA DevOps Certifications Getting Acquainted with DevOps Culture and Behavior Embracing a DevOps Culture Core Elements of a DevOps Culture Implementation of a DevOps Culture Understanding the Value of DevOps for Teams and Organizations Organizational Models Team Autonomy DevOps at Scale Getting Familiar with DevOps Management Practices ITSM Lean Agile Getting Familiar with DevOps Technical Practices Architecture Modern Infrastructure and Cloud Operations Enabling DevOps Team Performance Through Continuous Delivery and Automation Software Delivery Automation Concepts Continuous Delivery Core Concepts Continuous Delivery Automation Concepts Continuous Delivery Automation Focus Topics Measuring the Performance - The Next Steps Analyze the Current Situation Improve Incrementally
Work Breakdown Structures It's amazing how often project managers begin the project planning process by making an outlined list of every task they believe will be required to complete a project and then proclaim they have created the work breakdown structure (WBS) for the project. The result is a list of hundreds, or even thousands of tasks, many of them having durations of a few days or a few hours. Essentially, what they have done is create a 'to do' list, which they then use as a 'checklist' to measure progress. This approach leads to, and even encourages, micromanagement of the resources working on the project without consideration of more critical aspects of project management such as: requirements management, risk management, procurement management, estimating, scheduling, executing, and controlling. Further, it makes it impossible to see the big picture, at levels of detail, in keeping with the needs of sponsors, clients, project and functional managers, team leaders, and project performers. Join us for this exciting program and learn how to use the WBS to make better-informed business decisions. What You Will Learn You will learn how to: Describe the need for a project WBS Describe the WBS role in the project Gain practical experience in the development, decomposition, and use of the WBS Determine the appropriate level of detail in the WBS. Explain how the WBS integrates with project requirements, risk, procurement, estimating, scheduling, and overall project execution. Provide the basic tools to enhance efficient re-use of key information in your future projects Foundation Concepts Key definitions History of the WBS Importance of the WBS Overall structure Terminology Other breakdown structures WBS tools WBS & Scope Project scope management processes Specification of the project objectives WBS design based on project deliverable WBS decomposition process and 'The 100% rule' Work Packages and Control Accounts WBS & Risk Risk management planning and WBS Risk identification to enhance the WBS Risk analysis and the WBS Risk responses and updating the WBS Implementing risk response and Monitoring risks and the WBS WBS & Estimating Use of WBS in the estimating process Components and work packages Sizing and algorithmic estimates WBS & Scheduling Component Scheduling - High-Level Milestones WBS activity decomposition WBS elements dependencies Work Package Level Schedules Responsibility assignment matrix WBS & Execution and Control Earned Value Management and tracking of work performance Progress reports, forecasts, and corrective and preventive actions used to manage work performance Necessary information to close out a project
The CAIA Association is a global professional body dedicated to creating greater alignment, transparency, and knowledge for all investors, with a specific emphasis on alternative investments. Course Overview The CAIA Association is a global professional body dedicated to creating greater alignment, transparency, and knowledge for all investors, with a specific emphasis on alternative investments. A Member-driven organization representing professionals in more than 100 countries, CAIA Association advocates for the highest ethical standards. Whether you need a deep, practical understanding of the world of alternative investments, a solid introduction, or data science skills for the future in finance, the CAIA Association offers a program for you. Why CAIA? Distinguish yourself with knowledge, expertise, and a clear career advantage – become a CAIA Charterholder. CAIA® is the globally recognized credential for professionals allocating, managing, analyzing, distributing, or regulating alternative investments. The Level II curriculum takes a top-down approach and provides Candidates with the skills and tools to conduct due diligence, monitor investments, and appropriately construct an investment portfolio. In addition, the Level II curriculum contains Emerging Topic readings; articles written by academics and practitioners designed to further inform and provoke the Candidate’s investment management process. After passing the Level II exam you are eligible, with relevant professional experience, to join the CAIA Association as a Member and receive the CAIA Charter. You will be part of an elite group of more than 13,000 professionals worldwide. Only after joining the Association, you are eligible to add the CAIA designation to your professional profiles. Who will benefit from enrolling in the CAIA program? Professionals who want to develop a deep level of knowledge and demonstrated expertise in alternative investments and their contribution to the diversified portfolio should pursue the CAIA Charter including: • Asset Allocators • Risk managers • Analysts • Portfolio managers • Traders • Consultants • Business development/marketing • Operations • Advisors Curriculum Topics: Topic 1: Emerging Topics • Decentralized Finance: On Blockchain- and Smart Contract-Based Financial Markets • Technical Guide for Limited Partners: Responsible Investing in Private Equity • Channels for Exposure to Bitcoin • Assessing Long-Term Investor Performance: Principles, Policies and Metrics • Demystifying Illiquid Assets: Expected Returns for Private Equity • An Introduction to Portfolio Rebalancing Strategies • Longevity and Liabilities: Bridging the Gap • A Short Introduction to the World of Cryptocurrencies Topic 2: Ethics, Regulation and ESG • Asset Manager Code • Recommendations and Guidance • Global Regulation • ESG and Alternative Investments • ESG Analysis and Application Topic 3: Models • Modeling Overview and Interest Rate Models • Credit Risk Models • Multi-Factor Equity Pricing Models • Asset Allocation Processes and the Mean-Variance Model • Other Asset Allocation Approaches Topic 4: Institutional Asset Owners and Investment Policies • Types of Asset Owners and the Investment Policy Statement • Foundations and the Endowment Model • Pension Fund Portfolio Management • Sovereign Wealth Funds • Family Offices and the family office Model Topic 5: Risk and Risk Management • Cases in Tail Risk • Benchmarking and Performance Attribution • Liquidity and Funding Risks • Hedging, Rebalancing, and Monitoring • Risk Measurement, Risk Management, and Risk Systems Topic 6: Methods for Alternative Investing • Valuation and Hedging Using Binomial Trees • Directional Strategies and Methods • Multivariate Empirical Methods and Performance Persistence • Relative Value Methods • Valuation Methods for Private Assets: The Case of Real Estate Topic 7: Accessing Alternative Investments • Hedge Fund Replication • Diversified Access to Hedge Funds • Access to Real Estate and Commodities • Access through Private Structures • The Risk and Performance of Private and Listed Assets Topic 8: Due Diligence and Selecting Managers • Active Management and New Investments • Selection of a Fund Manager • Investment Process Due Diligence • Operational Due Diligence • Due Diligence of Terms and Business Activities Topic 9: Volatility and Complex Strategies • Volatility as a Factor Exposure • Volatility, Correlation, and Dispersion Products and Strategies • Complexity and Structured Products • Insurance-Linked and Hybrid Securities • Complexity and the Case of Cross-Border Real Estate Investing DURATION 200 Hours WHATS INCLUDED Course Material Case Study Experienced Lecturer Refreshments Certificate
Disciplined Agile Senior Scrum Master (DASSM): In-House Training Do you want to take Disciplined Agile® to a new level? Are you looking for tools to solve complex problems and enhance your organization's agility? Do you want to learn how to lead your team to excellence? Expand your knowledge and build practical skills around Disciplined Agile®, business agility, leadership, and team development. Disciplined Agile Senior Scrum Master is a nine-lesson, instructor-led course that shows you how to use the Disciplined Agile tool kit to solve a variety of advanced problems, work with allies within your organization, and optimize how teams work. You will gain knowledge in planning, reporting and metrics, and coordinating activities, as well as how to meet challenges in these areas. And you'll develop the skills you need to foster emotional intelligence, resolve conflicts, and lead high-performance teams at any stage of development. Filled with activities, supplemental reading, and more, this course will prepare you to take the Disciplined Agile Senior Scrum Master (DASSM) exam and, equally important, start using Disciplined Agile immediately within your leadership role. What You Will Learn After the completion of this course, you will be able to: Accelerate your ability to lead high-profile initiatives that are critical to enterprise success Take a deep dive into the Disciplined Agile® tool kit to develop a comprehensive understanding of the hundreds of practices and strategies it contains and the trade-offs of applying them Apply the Disciplined Agile tool kit in hands-on exercises to guide your team in choosing and evolving your best way of working (WoW) in real-life situations Use the tool kit to solve complex challenges commonly encountered in development and operational teams, the value stream, and at the enterprise level Learn how to design and implement metrics that measure your improvements in areas where your teams are struggling Understand how to nurture emotional intelligence Feel confident empowering others on your team(s) Learn how to lead your teams in any situation to improve value delivery for your customers Apply the Disciplined Agile tool kit to guide your team in choosing and evolving the best way of working (WoW) in the situation you face Be prepared to take the Disciplined Agile® Senior Scrum Master (DASSM) exam and earn a valuable, credible certification Roles and responsibilities of DASSM Tuckman Team Development Model Emotional intelligence and why it is essential to team performance Business agility Tactical scaling factors in more complex situations Disciplined DevOps layer 'Test-first' method as it relates to the quality of requirements Scope and purpose of the value stream layer Coordinate activities process goal and why it is important Value creation structure of teams DA™ tool kit to optimize the flow of work and solve challenges related to coordinating and collaborating across teams, or within a larger team of teams Thomas-Kilmann Conflict Resolution Planning Five levels of scope Metrics
Disciplined Agile Senior Scrum Master (DASSM) Do you want to take Disciplined Agile® to a new level? Are you looking for tools to solve complex problems and enhance your organization's agility? Do you want to learn how to lead your team to excellence? Expand your knowledge and build practical skills around Disciplined Agile®, business agility, leadership, and team development. Disciplined Agile Senior Scrum Master is a nine-lesson, instructor-led course that shows you how to use the Disciplined Agile tool kit to solve a variety of advanced problems, work with allies within your organization, and optimize how teams work. You will gain knowledge in planning, reporting and metrics, and coordinating activities, as well as how to meet challenges in these areas. And you'll develop the skills you need to foster emotional intelligence, resolve conflicts, and lead high-performance teams at any stage of development. Filled with activities, supplemental reading, and more, this course will prepare you to take the Disciplined Agile Senior Scrum Master (DASSM) exam and, equally important, start using Disciplined Agile immediately within your leadership role. What You Will Learn After the completion of this course, you will be able to: Accelerate your ability to lead high-profile initiatives that are critical to enterprise success Take a deep dive into the Disciplined Agile® tool kit to develop a comprehensive understanding of the hundreds of practices and strategies it contains and the trade-offs of applying them Apply the Disciplined Agile tool kit in hands-on exercises to guide your team in choosing and evolving your best way of working (WoW) in real-life situations Use the tool kit to solve complex challenges commonly encountered in development and operational teams, the value stream, and at the enterprise level Learn how to design and implement metrics that measure your improvements in areas where your teams are struggling Understand how to nurture emotional intelligence Feel confident empowering others on your team(s) Learn how to lead your teams in any situation to improve value delivery for your customers Apply the Disciplined Agile tool kit to guide your team in choosing and evolving the best way of working (WoW) in the situation you face Be prepared to take the Disciplined Agile® Senior Scrum Master (DASSM) exam and earn a valuable, credible certification Roles and responsibilities of DASSM Tuckman Team Development Model Emotional intelligence and why it is essential to team performance Business agility Tactical scaling factors in more complex situations Disciplined DevOps layer 'Test-first' method as it relates to the quality of requirements Scope and purpose of the value stream layer Coordinate activities process goal and why it is important Value creation structure of teams DA™ tool kit to optimize the flow of work and solve challenges related to coordinating and collaborating across teams, or within a larger team of teams Thomas-Kilmann Conflict Resolution Planning Five levels of scope Metrics
Business Intelligence: In-House Training Business Intelligence (BI) refers to a set of technology-based techniques, applications, and practices used to aggregate, analyze, and present business data. BI practices provide historical and current views of vast amounts of data and generate predictions for business operations. The purpose of Business Intelligence is the support of better business decision making. This course provides an overview of the technology and application of BI and how it can be used to improve corporate performance. What you will Learn You will learn how to: Specify a data warehouse schema Identify the data and visualization to be used for data mining and Business Intelligence Design a Business Intelligence user interface Getting Started Introductions Agenda Expectations Foundation Concepts The challenge of decision making What is Business Intelligence? The Business Intelligence value proposition Business Intelligence taxonomy Business Intelligence management issues Sources of Business Intelligence Data warehousing Data and information Information architecture Defining the data warehouse and its relationships Facts and dimensions Modeling, meta-modeling, and schemas Alternate architectures Building the data warehouse Extracting Transforming Loading Setting up the data and relationships Dimensions and the Fact Table Implementing many-to-many relationships in data warehouse Data marts Online Analytical Processing (OLAP) What is OLAP? OLAP and OLTP OLAP functionality Multi-dimensions Thinking in more than two dimensions What are the possibilities? OLAP architecture Cubism Tools OLAP variations - MOLAP, ROLAP, HOLAP BI using SOA Applications of Business Intelligence Applying BI through OLAP Enterprise Resource Planning and CRM Business Intelligence and financial information Business Intelligence User Interfaces and Presentations Data access Push-pull data access Types of decision support systems Designing the front end Presentation formats Dashboards Types of dashboards Common dashboard features Briefing books and scorecards Querying and Reporting Reporting emphasis Retrofitting Talking back Key Performance Indicators Report Definition and Visualization Typical reporting environment Forms of visualization Unconstrained views Data mining What is in the mine? Applications for data mining Data mining architecture Cross Industry Standard Process for Data Mining (CISP-DM) Data mining techniques Validation The Business Intelligence User Experience The business analyst role Business analysis and data analysis Five-step approach Cultural impact Identifying questions Gathering information Understand the goals The strategic Business Intelligence cycle Focus of Business Intelligence Design for the user Iterate the access Iterative solution development process Review and validation questions Basic approaches Building ad-hoc queries Building on-demand self-service reports Closed loop Business Intelligence Coming attractions - future of Business Intelligence Best practices in Business Intelligence
Business Intelligence Business Intelligence (BI) refers to a set of technology-based techniques, applications, and practices used to aggregate, analyze, and present business data. BI practices provide historical and current views of vast amounts of data and generate predictions for business operations. The purpose of Business Intelligence is the support of better business decision making. This course provides an overview of the technology and application of BI and how it can be used to improve corporate performance. What you will Learn You will learn how to: Specify a data warehouse schema Identify the data and visualization to be used for data mining and Business Intelligence Design a Business Intelligence user interface Getting Started Introductions Agenda Expectations Foundation Concepts The challenge of decision making What is Business Intelligence? The Business Intelligence value proposition Business Intelligence taxonomy Business Intelligence management issues Sources of Business Intelligence Data warehousing Data and information Information architecture Defining the data warehouse and its relationships Facts and dimensions Modeling, meta-modeling, and schemas Alternate architectures Building the data warehouse Extracting Transforming Loading Setting up the data and relationships Dimensions and the Fact Table Implementing many-to-many relationships in data warehouse Data marts Online Analytical Processing (OLAP) What is OLAP? OLAP and OLTP OLAP functionality Multi-dimensions Thinking in more than two dimensions What are the possibilities? OLAP architecture Cubism Tools OLAP variations - MOLAP, ROLAP, HOLAP BI using SOA Applications of Business Intelligence Applying BI through OLAP Enterprise Resource Planning and CRM Business Intelligence and financial information Business Intelligence User Interfaces and Presentations Data access Push-pull data access Types of decision support systems Designing the front end Presentation formats Dashboards Types of dashboards Common dashboard features Briefing books and scorecards Querying and Reporting Reporting emphasis Retrofitting Talking back Key Performance Indicators Report Definition and Visualization Typical reporting environment Forms of visualization Unconstrained views Data mining What is in the mine? Applications for data mining Data mining architecture Cross Industry Standard Process for Data Mining (CISP-DM) Data mining techniques Validation The Business Intelligence User Experience The business analyst role Business analysis and data analysis Five-step approach Cultural impact Identifying questions Gathering information Understand the goals The strategic Business Intelligence cycle Focus of Business Intelligence Design for the user Iterate the access Iterative solution development process Review and validation questions Basic approaches Building ad-hoc queries Building on-demand self-service reports Closed loop Business Intelligence Coming attractions - future of Business Intelligence Best practices in Business Intelligence