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AI Governance and Ethics

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4.875(2 students)

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About this course

This course contains the use of artificial intelligence. AI tools are used in the production of this course, including AI-assisted speech delivery based on the instructor's own voice. All content, demonstrations, workbooks, and prompts have been personally designed, reviewed, and verified by the instructor to ensure accuracy and practical value.

AI is already part of your workday — whether you're drafting in ChatGPT, analyzing in Microsoft Copilot, or reasoning through a problem with Claude. But most organizations are still trying to govern these tools with rules written for a different era of technology. This course closes that gap.

AI Governance and Ethics is a practical, no-jargon introduction to using AI responsibly — designed for every employee, not just legal, compliance, or technical teams. In this course, you'll learn how to:Understand what AI governance actually means in 2026, and why old frameworks don't cover tools like ChatGPT, Claude, and CopilotApply core principles — transparency, accountability, fairness, and human oversight — to the AI tools you already use every dayRecognize everyday risks, including data privacy issues, bias, fabricated information, and prompt injectionKnow what data is safe to share with AI, and what should never be pasted into a promptWrite clearer, safer prompts and critically review AI-generated content before using itUnderstand key regulations, including the EU AI Act, explained in plain languageLearn visually, not just in text. This course draws on the AI Governance and Ethics Visual Reference — a companion guide that pairs a clear visual with the essential point behind it on every page, covering:Governance principles and lifecycle controlsData privacy, security, and content authenticityPrompting, agents, and human oversightRisk, incident management, and enterprise operating structuresNo technical background, coding experience, or prior governance knowledge is required.

Just bring your everyday experience with AI tools and a willingness to think critically about how you use them. By the end, you'll have the judgment and practical habits to use AI safely, responsibly, and with confidence — whatever your role.

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Business Analytics & IntelligenceEnglish

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Accelerate the time to market and quality of your Business Analysis deliverables with our course, "Craft Business Analysis Deliverables using ChatGPT."Unlock the Potential of AI in Business Analysis: A Comprehensive JourneyWelcome to a transformative learning experience that goes beyond the basics. In "Crafting Business Analysis Deliverables using ChatGPT," we delve into the intricate intersection of artificial intelligence and Business Analysis, providing you with practical insights and hands-on skills to accelerate the time to market and quality of your deliverables.1. ChatGPT Account Creation Account Creation: Understand the process of setting up your ChatGPT account, ensuring you're ready to harness the power of this revolutionary language model.2. Capstone Project: Create Craft your Business Analysis deliverables Interactive Learning: Engage in hands-on exercises that bridge theory and practical application, solidifying your understanding of ChatGPT application in Business Analysis.Refining Sample Deliverables: Practice refining sample deliverables generated by ChatGPT, honing your skills for real-world scenarios.Apply Knowledge in Real Time: Implement everything you are learning in a comprehensive capstone project.Craft Your draft Business Analysis deliverables Portfolio in less than a month: Develop your own Product Vision Boards, Business Model Canvases, Kano Models and Porter Five Force Model using ChatGPT while attending the course.3. ChatGPT Prompting Framework: Crafting the FoundationGeneral ChatGPT Prompt Structure Template custom developed for Business Analysis: Develop a solid understanding of the fundamental structure of reuseable and extensible ChatGPT Prompt Structure Template custom developed for Business Analysis that drives effective prompts for Business Analysis deliverables in ChatGPT.Sample Prompt Structures from Business Analysis: Explore real-world examples, gaining insights into crafting prompts for various Business Analysis and Product Management Frameworks and models.**4. Product Vision Board: Unleashing Creativity with ChatGPTUtilizing Sample Prompt Structure: Witness the practical application of the sample prompt structure to generate a compelling draft version of Product Vision Board.Review and Refinement: Learn the art of critical review and refinement, ensuring your vision board aligns with strategic goals.**5. Business Model Canvas: Streamlining Strategy GenerationWriting ChatGPT Prompt for Business Model Canvas: Develop effective prompts for generating a detailed Business Model Canvas using ChatGPT.Generating and Reviewing: Witness the power of AI in action as you generate and review a sample Business Model Canvas, refining it for strategic clarity.**6. Kano Model: Elevating Product Features with AI AssistanceCrafting Kano Model Prompts: Learn to write prompts that guide ChatGPT in generating a sample Kano Model, prioritizing product features effectively.Critical Review: Understand the importance of critical review and refinement in optimizing the results from ChatGPT.**7. Porter’s Five Forces Model: Advanced Strategic AnalysisWriting ChatGPT Prompt for Porter’s Five Forces Model: Dive into the complexities of strategic analysis with effective prompts for generating a Porter’s Five Forces Model.**8. Who Can Benefit from this Course?Business Analysts, Product Managers and Owners: Enhance your strategic thinking, streamline and craft your Business Analysis deliverables with AI assistance.Entrepreneurs: Leverage ChatGPT to refine your product strategies and create compelling business models.Aspiring Product Professionals: Gain a competitive edge by integrating AI seamlessly into your skill set and develop your first draft Business Analysis Portfolio in less than a month to showcase your potential employers.**9. Why Enroll in this Course?Practical Skills: Acquire tangible skills that can be immediately applied in your Business Analyst and product management roles.Cutting-Edge Knowledge: Stay ahead in the field by exploring the intersection of AI, Business Analysis and product management.Hands-On Experience: Engage in real-world exercises, refining your abilities to integrate AI in strategic decision-making.**10. Join the AI-Powered Future of Business AnalysisInstructor Guidance: Benefit from the expertise of a seasoned Business Analysis and Product Management Coach, guiding you through the nuances of AI integration.Networking Opportunities: Connect with a community of like-minded professionals, fostering collaboration and knowledge exchange.Embark on this transformative journey today. Enroll in "ChatGPT for Business Analysts " and redefine the way you approach product strategy, innovation, and deliverable creation in the dynamic landscape of ChatGPT Business Analysis.About Me: Vipesh Singla, MBA, Agile Product Management CoachEmbark on a journey of transformation with Vipesh Singla, a seasoned Agile Business Analysis and Product Management Coach with an impressive track record. Certified and licensed as a SAFe Agile Coach and SAFe Practice Consultant, I bring a wealth of experience to the table.Throughout my career, I have played pivotal roles in Agile Transformations and Product Management Assignments for a diverse array of Global 2000 companies. Notably, I've collaborated with esteemed clients and employers from prestigious groups such as GAFAM, Big 4, Big Tech, Big Pharma, Fortune 100, and FTSE 100. My versatility shines through various roles, including Product Manager, Product Owner, Scrum Master, and Agile Coach.Education forms the foundation of my expertise, holding both an MBA and a Bachelor of Engineering degree from one of India's prestigious institutes. As a certified SAFe SPC/Agile Coach, I bring a proven track record of driving successful Agile transformations.With a track record that speaks volumes, I am proud to be at the forefront of Agile Product Management coaching. Boasting a remarkable achievement of over 7700 registrations across all my programs, I have had the privilege of influencing and guiding a diverse community of 6,000 unique students.My digital presence extends globally, reaching enthusiasts and professionals in 139 countries. This widespread outreach has allowed me to connect with a vast audience, transcending language barriers. Our community is not confined to English alone; we thrive in a multilingual environment, with students conversing in 35 languages.As an Agile Product Management Coach, my commitment is to empower individuals worldwide with the knowledge and skills necessary for success in the dynamic field of product management. Join me on this transformative journey, and let's navigate the realm of Agile Product Management together.

Chief Data Officer Course: Data Governance, 200+ Tools

Udemy Instructor

This course contains the use of artificial intelligence 200+ tools for the data decisions that need an owner, a working record and a next action. Eight editable files connect the mandate, ownership, definitions, catalog, quality, access, master data and roadmap. When one metric has three meanings The board receives three customer totals, each produced from a different definition. A supplier file contains errors, while a customer extract has moved to a personal laptop. Every monthly meeting repeats the questions about whose data this is, which source to trust and who can approve a correction. A program with a visible decision record The work becomes easier to coordinate when the mandate, decision rights and evidence sit in connected documents. A disputed definition has an owner and a review record. A quality issue has a correction at its source, a retest and an acceptance decision; the leadership report names progress, limits and the next resource request. The instructor Mike brings 20 years of HR leadership, including experience at Wargaming, Preply and iDeals. At Wargaming, he used employee survey data and documented role information to support management decisions. He is the #1 HR instructor on Udemy and the author of about 200 books on Amazon. This PapaHR Academy course takes the perspective of a business leader who commissioned, reviewed and used data; it does not present him as a Chief Data Officer, data engineer or data architect. What the tool count includes The inventory contains 207 counted entries, rounded down to 200+ in the title: 8 HTML file containers and 199 editable working parts. The number includes the containers separately from their contents; it does not mean 207 downloads or distinct methods. There are 199 standalone working parts without counting containers. 8 interactive HTML working files, including: Data Governance Charter Builder; Business Glossary and Critical Data Elements Desk; Data Quality Scorecard; Data Program Roadmap. 94 document templates, cards and worksheets, including: term record template; dataset record template; golden record worksheet; twelve-month roadmap; benefit measurement worksheet. 43 checklists, decision rules and procedures, including: owner candidate checklist; glossary publication gate checklist; critical gate override; retest and closure checklist; overlapping-claim checklist. 28 communication templates and text banks, including: sponsor approval request; owner invitation; supplier correction request; narrowed-access reply; consumer change notice. 23 registers, matrices and history records, including: domain inventory; decision responsibility matrix; lineage evidence log; role permissions matrix; reference version history. 11 calculators and metric cards, including: accepted-owner coverage check; core completeness calculator; pass-rate calculation; weighted scorecard calculation; priority calculator. The lecture decks contain 64 complete slide versions of these working parts, eight per lesson. They are already included in the 199 and add zero to the total. A checklist, matrix, text bank or complete record counts once; its fields, rows, variants, source links and repeated demonstrations do not create extra tools. Explained models and methods, such as central and federated operating arrangements, quality dimensions and evidence-based maturity assessment, are presented separately from the usable documents. They add zero to the tool claim. Catalog products in the overview are comparison subjects, not additional course files. Where the tools fit, stage by stage Mandate and charter — 25 entries: mandate paragraph; decision rights table; council agenda; ninety-day milestone plan. Ownership and stewardship — 25 entries: domain inventory; owner role card; steward role card; disagreement log. Glossary and critical elements — 23 entries: term intake form; counting rule card; critical data element register; definition decision log. Catalog and metadata — 25 entries: dataset record template; lineage evidence log; comparison sheet; shortlist decision note. Quality and correction — 27 entries: quality-rule record; pass-rate calculation; issue log; verified-loss worksheet. Classification and access — 26 entries: class and personal-flag record; role permissions matrix; access request form; access-review worksheet. Master and reference data — 27 entries: entity authority register; golden record worksheet; merge approval text; reference version history. Maturity and reporting — 29 entries: practice assessment worksheet; priority calculator; twelve-month roadmap; benefit measurement worksheet; leadership report. One fictional example connects the eight lessons: a home-improvement retailer with stores, an online shop and a loyalty program. Marta coordinates the data work with business owners and specialists. Conflicting customer definitions, duplicate records and a supplier-price error give the documents a shared context; all scenario figures are example numbers, not client results. First comes authority and ownership. Definitions and catalog records then establish a shared understanding of the data. Quality, access and master-data decisions become recurring processes, and the final lesson connects their evidence to priorities, capacity and a management report. Each assignment produces one working document or pack for the learner's company. The course covers how to establish and run a data governance program with working documents, including a program coordinated by one person. It does not prepare students for CDMP, DCAM or other exams, and claims no affiliation with DAMA, EDM Council or ISO. Public source pages establish the scope of referenced standards; full paid standards and books are not presented as having been read. Internal thresholds, scales and review periods are course rules of thumb. The limited legal intersections remain in the quality and access lessons, with applicability questions referred to the relevant specialists. This course is educational and is not legal advice. Coding, SQL, data engineering, warehouse architecture, platform setup and administration, analytics and BI methods, business KPI design, full privacy, AI governance and security programs, sector-specific legal implementation and data monetisation are outside the scope. Document completeness and calculated scores do not establish legal or standards conformity; approval remains a recorded human decision. What's included Eight video lessons in eight sections, in the original sequence Eight downloadable PDF slide decks and eight interactive HTML working files 199 editable working parts, including the 64 complete templates also shown on slides Filled fictional examples, practical assignments and self-check questions Browser editing, local saving, text copying and printing or saving as PDF; entries stay in the browser Lifetime access to all materials Active instructor support in Q&A Udemy Certificate of Completion Start with the first unresolved decision The next conflicting report or incorrect supplier file creates work whether the program has a clear mandate or not. Open the Charter Builder, name the disputed decision and record who must review the first draft. Enroll now and start your first lesson today.

Business Analysis

Udemy Instructor

Business Analyst Certification by Agile Enterprise Coach LondonUnlock your Full Potential with the Business Analyst Certification by Agile Enterprise Coach LondonWelcome to the Business Analyst Certification course, a rigorous assessment-based program designed to validate and enhance your understanding of the core principles and practices of business analysis as outlined in the BCS Business Analysis Fourth Edition Book. This course is meticulously structured to not only assess your knowledge but also to provide a clear pathway for personal and professional growth in the field of business analysis. Hosted on Udemy, this certification stands as a beacon for aspiring and established business analysts alike, aiming to equip you with a certification that is recognized and valued across industries.Note: This course is only having exams/ assessments and does not have any videos or theory.How to Get CertifiedStudy the BCS Business Analysis Fourth Edition Book: Familiarize yourself with all the concepts and guidelines.Take the Assessment: Complete the multiple-choice questions to the best of your ability.Submit Proof of Completion: Send us screenshots of your passed tests to us to receive your Business Analyst Certificate from Agile Enterprise Coach London.Add to Your Credentials: Include your certification in your CV. For assistance with obtaining your certificate, please reach out to us via email to info at agileenterprisecoach dot org dot uk.Why Choose this Business Analyst Certification?In a rapidly evolving business landscape, the demand for skilled business analysts who can bridge the gap between IT and business objectives has never been higher. Our certification is crafted to reflect the depth and breadth of the competencies, techniques, and insights needed to succeed in this pivotal role. By choosing this course, you are not just preparing for an assessment; you are stepping into a journey of professional development that aligns with the prestigious Business Analysis standards. Here’s what sets our Business Analyst Certification Assessment apart:Real-World Relevance: Questions are designed to challenge and reflect real-life scenarios that Business Analysts encounter, ensuring practical understanding.Comprehensive Coverage: The assessment spans all essential Business Analysis topics.Instant Feedback: Upon completion, receive immediate insights into your performance, helping you to pinpoint questions for further study or confirmation of your expertise.Business Analyst Certificate: Successful candidates can request a Business Analyst Certificate for this course to be issued by Agile Enterprise coach, adding a tangible credential to their professional portfolio.For Employees/ Individuals: Advance Your Business Analyst CareerAs an aspiring or current Business Analyst, this assessment/certification will serve as a benchmark for your Business Analysis knowledge and skills, allowing you to:Validate Expertise: Demonstrate your mastery of the Business Analysis competencies and techniques and stand out in a competitive job market.Professional Development: Identify your strengths and areas for improvement, guiding your learning journey and enhancing your capabilities in business analysis.Career Advancement: Enhance your resume and LinkedIn profile with the certification, opening doors to new opportunities and career growth. Stand out in the job market and open doors to new opportunities with a certification that showcases your expertise and commitment to continuous learning.Credibility and Recognition: Gain the confidence of peers and employers with a certification that showcases your commitment to the Business Analyst mindset.Global Network: Join a community of certified business analysts and management consultants expanding your professional network and connecting with industry leaders.For Organisations/Project Teams: Elevate Your Team's Business Analysis CapabilitiesIn the fast-paced world of technology and product management, Business Analysis have become the cornerstone of successful product/project delivery. Building Business Analysis capabilities within your organization can revolutionize the way you manage projects, enhance team collaboration, and drive better product/project outcomes. Our Business Analyst Certification Assessment offers numerous advantages for your organisation:Skill Validation: Ensure your teams are equipped with standardized and recognized business analysis skills, fostering a common language and understanding across projects.Continuous Improvement: Pinpoint areas where your Business Analysis teams excel and where they need further training, fostering a culture of continuous learning and development.Competitive Edge: By having certified Business Analysts, your company can stay ahead of the curve in delivering Business Analysis Services, attracting clients and projects that value certified expertise.Strategic Alignment: Empower your business analysts to align IT solutions with business strategies, improving project outcomes and business value.Innovation and Efficiency: Certified business analysts can lead the way in identifying opportunities for improvement and innovation, driving efficiency and competitive advantage.Risk Mitigation: Through rigorous analysis and requirement gathering, minimize project risks and ensure solutions meet stakeholder needs.The Role of a Business Analyst:At the heart of any successful project is the Business Analyst, a strategic navigator whose expertise shapes the future of business solutions. Key highlights of business analyst role include:Strategic Analysis: Understanding the business context, identifying business needs, and defining solutions that deliver value.Stakeholder Engagement: Effectively engaging with and managing stakeholders throughout the lifecycle of a project, ensuring their needs are understood and addressed.Requirements Engineering: Capturing, analyzing, validating, and documenting business, functional, and technical requirements.Solution Evaluation: Assessing the performance of and value delivered by a solution, ensuring it meets business needs and requirements.Assessment Structure and ContentThe Business Analyst Certification Assessment consists of a series of multiple-choice questions covering a wide range of topics, including but not limited to:1. What is business analysis?2. The competencies of a business analyst3. The strategic context for business analysis4. The business analysis service framework5. Investigating the business situation6. Analysing and managing stakeholders7. Improving business services and processes8. Defining the solution9. Making the business case10. Establishing the requirements11. Documenting and modelling requirements12. Validating and managing requirements13. Delivering the requirements14. Delivering the business solutionAbout the Course Creator/Author: Vipesh Singla, MBA, Agile Enterprise CoachEmbark on a journey of transformation with Vipesh Singla, a seasoned Agile Enterprise Coach and Lead Business Analyst with an impressive track record. Certified and licensed as a SAFe Agile Coach and SAFe Practice Consultant, I bring a wealth of experience to the table.Throughout my career, I have played pivotal roles in Business Transformation, Agile Transformations and Product Management Assignments for a diverse array of Global 2000 companies. Notably, I've collaborated with esteemed clients and employers from prestigious groups such as GAFAM, Big 4, Big Tech, Big Pharma, Fortune 100, and FTSE 100. My versatility shines through various roles, including Business Analyst Manager, Deputy Business Analyst Practice Leader, Product Manager, Product Owner, Scrum Master, and Agile Coach.Education forms the foundation of my expertise, holding both an MBA and a Bachelor of Engineering degree from one of India's prestigious institutes. As a certified SAFe SPC/Agile Coach, I bring a proven track record of driving successful Business and Technology transformations.With a track record that speaks volumes, I am proud to be at the forefront of Business Analysis, Product Management, Agile and Scrum coaching. Boasting a remarkable achievement of over 300,000 registrations across all my programs, I have had the privilege of influencing and guiding a diverse community of 110,000 unique students.My digital presence extends globally, reaching enthusiasts and professionals in 190 countries. This widespread outreach has allowed me to connect with a vast audience, transcending language barriers. Our community is not confined to English alone; we thrive in a multilingual environment, with students conversing in 75 languages.As an Agile Enterprise and Business Analysis Coach, my commitment is to empower individuals worldwide with the knowledge and skills necessary for success in the dynamic field of Business Analysis and Product management. Join me on this transformative journey, and let's navigate the realm of Business Analysis and Agile Product Management together.Statutory Acknowledgement:The terms BCS, BCS: Business Analyst Forth Edition, BCS: Business Analyst Foundation Certification™ are the protected brands of BCS. This course, quizzes, course materials, and practice exams are neither endorsed by nor affiliated with BCS.ConclusionWhether you're a professional looking to validate your skills and advance your career, or a company aiming to enhance your team's capabilities in business analysis, our Business Analyst Certification course offers a definitive step towards achieving excellence. Embrace this opportunity to distinguish yourself in the competitive landscape of business analysis and make a tangible impact on your career and organization. Join us on this transformative journey, and unlock your potential with the recognized certification of Business Analysis.Enroll today, and take the first step towards becoming a certified Business Analyst, a role critical to the success and growth of modern businesses.

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AI Governance and Ethics

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