Lean Six Sigma Black Belt Certification Program: In-House Training This course is specifically for people wanting to become Lean Six Sigma Black Belts, who are already Lean Six Sigma practitioners. If advanced statistical analysis is needed to identify root causes and optimal process improvements, (Lean) Six Sigma Green Belts typically ask Black Belts or Master Black Belts to conduct these analyses. This course will change that. Green Belts wanting to advance their statistical abilities will have a considerable amount of hands-on practice in techniques such as Statistical Process Control, MSA, Hypothesis Testing, Correlation and Regression, Design of Experiments, and many others. Participants will also work throughout the course on a real-world improvement project from their own business environment. This provides participants with hands-on learning and provides the organization with an immediate ROI once the project is completed. IIL instructors will provide free project coaching throughout the course. What you Will Learn At the end of this program, you will be able to: Use Minitab for advanced data analysis Develop appropriate sampling strategies Analyze differences between samples using Hypothesis Tests Apply Statistical Process Control to differentiate common cause and special cause variation Explain and apply various process capability metrics Conduct Measurement System Analysis and Gage R&R studies for both discrete and continuous data Conduct and analyze simple and multiple regression analysis Plan, execute, and analyze designed experiments Drive sustainable change efforts through leadership, change management, and stakeholder management Successfully incorporate advanced analysis techniques while moving projects through the DMAIC steps Explain the main concepts of Design for Six Sigma including QFD Introduction: DMAIC Review IIL Black Belt Certification Requirements Review Project Selection Review Define Review Measure Review Analyze Review Improve Review Control Introduction: Minitab Tool Introduction to Minitab Minitab basic statistics and graphs Special features Overview of Minitab menus Introduction: Sampling The Central Limit Theorem Confidence Interval of the mean Sample size for continuous data (mean) Confidence Interval for proportions Sample size for discrete data (proportions) Sampling strategies (review) Appendix: CI and sample size for confidence levels other than 95% Hypothesis Testing: Introduction Why use advanced stat tools? What are hypothesis tests? The seven steps of hypothesis tests P value errors and hypothesis tests Hypothesis Testing: Tests for Averages 1 factor ANOVA and ANOM Main Effect Plots, Interaction Plots, and Multi-Vari Charts 2 factor ANOVA and ANOM Hypothesis Testing: Tests for Standard Deviations Testing for equal variance Testing for normality Choosing the right hypothesis test Hypothesis Testing: Chi Square and Other Hypothesis Test Chi-square test for 1 factor ANOM test for 1 factor Chi-square test for 2 factors Exercise hypothesis tests - shipping Non-parametric tests Analysis: Advanced Control Charts Review of Common Cause and Special Cause Variation Review of the Individuals Control Charts How to calculate Control Limits Four additional tests for Special Causes Control Limits after Process Change Discrete Data Control Charts Control Charts for Discrete Proportion Data Control Charts for Discrete Count Data Control Charts for High Volume Processes with Continuous Data Analysis: Non-Normal Data Test for normal distribution Box-Cox Transformation Box-Cox Transformation for Individuals Control Charts Analysis: Time Series Analysis Introduction to Time Series Analysis Decomposition Smoothing: Moving Average Smoothing: EWMA Analysis: Process Capability Process capability Discrete Data: Defect metrics Discrete Data: Yield metrics Process Capability for Continuous Data: Sigma Value Short- and long-term capabilities Cp, Cpk, Pp, Ppk capability indices Analysis: Measurement System Analysis What is Measurement System Analysis? What defines a good measurement system? Gage R&R Studies Attribute / Discrete Gage R&R Continuous Gage R&R Regression Analysis: Simple Correlation Correlation Coefficient Simple linear regression Checking the fit of the Regression Model Leverage and influence analysis Correlation and regression pitfalls Regression Analysis: Multiple Regression Analysis Introduction to Multiple Regression Multicollinearity Multiple Regression vs. Simple Linear Regression Regression Analysis: Multiple Regression Analysis with Discrete Xs Introduction Creating indicator variables Method 1: Going straight to the intercepts Method 2: Testing for differences in intercepts Logistic Regression: Logistic Regression Introduction to Logistic Regression Logistic Regression - Adding a Discrete X Design of Experiments: Introduction Design of Experiment OFAT experimentation Full factorial design Fractional factorial design DOE road map, hints, and suggestions Design of Experiments: Full Factorial Designs Creating 2k Full Factorial designs in Minitab Randomization Replicates and repetitions Analysis of results: Factorial plots Analysis of results: Factorial design Analysis of results: Fits and Residuals Analysis of results: Response Optimizer Analysis of results: Review Design of Experiments: Pragmatic Approaches Designs with no replication Fractional factorial designs Screening Design of Experiment Case Study Repair Time Blocking Closing: Organizational Change Management Organizational change management Assuring project sponsorship Emphasizing shared need for change Mobilizing stakeholder commitment Closing: Project Management for Lean Six Sigma Introduction to project management Project management for Lean Six Sigma The project baseline plan Work Breakdown Structure (WBS) Resource planning Project budget Project risk Project schedule Project executing Project monitoring and controlling and Closing Closing: Design for Lean Six Sigma Introduction to Design for Lean Six Sigma (DMADV) Introduction to Quality Function Deployment (QFD) Summary and Next Steps IIL's Lean Six Sigma Black Belt Certification Program also prepares you to pass the IASSC Certified Black Belt Exam (optional)
Overview This training course will empower you to recognize the root causes of fraud and white-collar crime in the current economy, understand the categories of fraud, equip you with methodologies of fraud detection and prevention, and heighten your ability to detect potential fraudulent situations. In addition to the fundamentals of fraud investigation and detection in a digital environment; profit-loss evaluation, analysis of accounting books, legal concepts, and quantification of financial damages are also examined in this course
Overview Business modelling requires analysts to produce the quantitative models that top management uses to support their decision-making, but top management must also understand the strengths and weaknesses of the models if they are to use them effectively to support their decisions and robustly navigate the strategic negotiation landscape. This is particularly important for PPP projects where long-term commitments are made now based on bankability, value for money and risk allocation. During the course, participants will gain knowledge and skills on the frameworks, tools, and methodologies necessary to build quantitative models for financial decision-making in order to improve the financial viability and bankability of PPP projects. Participants will master modelling frameworks on capital budgeting, risk measurement, regression analysis and Monte Carlo Simulation among others.
Overview Advance Strategic Procurement is designed to understand the process that continuously enhances and evaluates purchasing activities of an organisation. The participant will have in-depth knowledge of procurement functions within the organisation and will also gain a deeper knowledge of advanced supply chain concepts. Through this course, you will attain the knowledge of how to increase strategic roles and new methods and techniques of procurement performance measurements. It will also highlight the government's role and its importance in procurement in order to develop sustainable procurement.
Overview Financial analysis gives you a wide understanding of a company's financial information which further helps you to analyse risks in the future and improve business prospects. It plays a vital role in calculating business profit. Professionals with the necessary skills help you to know how your business and forecast the future of the business. It helps to analyse financial statements and also to appraise the present and future prospects of the business. This course is specially designed to enhance the skills of financial professionals, in financial analytics by having in-depth knowledge of fundamentals of financial statement analysis thereby empowering their analytical skills in measuring the risk business investors are dealing with and also asking the appropriate questions. It will enhance the skills of the participant and will boost their confidence uplifting their ability to comment on business activities and analyse financial health for management. These skills and the required technical knowledge will be put into practice throughout the course using interactive examples and case studies.
Overview This course will provide you with the skills and knowledge required by Non-Accounts Managers to understand Finance and Accounting processes they face in their daily work schedule. The main objective of this course is to highlight accounting, understand the framework of accounting, and stages of accounts and also to elaborate rules and principles of accounting. With a lot of Case studies and open discussions with live examples, participants will gain detailed knowledge to understand their company from a financial perspective and also to help manage financial matters. At the end of the course, you will learn how to apply financial techniques, understand financial reports and annual reports, the relationship between accounting and finance thereby gaining knowledge of the use of debits and credits and last but not least to identify limitations of financial statements. At the end of this training course, participants will: Be able to Record Transactions in the Accounting System Understand the Format and Contents of Financial Statements Use Accounting Information to Interpret and Evaluate a Business Make Efficient and Profitable Decisions, based on Cost Information Apply Budgetary Control Techniques to ensure that Targets are Achieved
Overview This course will help our clients to assist not only in meeting the challenges of introducing IPSAS but also to secure the benefits of improved financial management to help secure the organisational objectives and goals of each public service organisation. We have developed this course starting with an introduction and then implementation of IPSAS. This course will help our clients to assist not only in meeting the challenges of introducing IPSAS but also to secure the benefits of improved financial management to help secure the organisational objectives and goals of each public service organisation. This enables multi-national organisations to make comparisons between projects wherever in the world they happen, irrespective of jurisdiction, culture, language and ethnicity. IPSAS is becoming and will become the World standard for Public Sector entities. We have developed this course starting with an introduction and then implementation of IPSAS. This allows clients to structure the move to IPSAS within its appropriate Framework. It is an approach that enables implementation to be done in a structured and well-managed way. In the course we will consider the main requirements of IPSAS and, by showing how they affect financial reports and published accounts, will help you to apply IPSAS. The course will assist both finance managers and general managers whose organisations and departments will be affected by IPSAS.
Overview Enterprise Content Management System also known as EDRMS Electronic Document and Record Management System is basically a kind of IT-based system which is developed to manage the creation, tracking, storage and disposal of all physical and digital documents and records.
Overview This course will take you through learning how and when a contract is formed, analysing various terms in the contract, identifying various factors that can quash the contract and ways to discharge the contract also ways to protect the company if there is a breach of contract.