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What is CPMAI Methodology? A Quick Overview || AI Project Management Curious about how to manage AI and machine learning projects effectively? In this video, we provide a quick but comprehensive overview of the CPMAI Methodology – Cognitive Project Management for Artificial Intelligence – a structured, agile, and business-driven approach for AI and advanced analytics initiatives. We walk you through all six key phases of the CPMAI framework: 1️⃣ Business Understanding 2️⃣ Data Understanding 3️⃣ Data Preparation 4️⃣ Data Modeling 5️⃣ Model Evaluation 6️⃣ Model Operationalization You’ll learn how each phase contributes to successful AI delivery and why CPMAI is designed to be iterative, flexible, and focused on business outcomes. Whether you're a project manager, data leader, or business stakeholder, this framework helps bridge the gap between AI teams and business value. 🔄 Not linear! The CPMAI lifecycle encourages going back and forth between phases based on data feedback, model results, or evolving goals. 🧠 Why Watch This Video? Understand how to run AI/ML projects like real business programs Avoid common AI project pitfalls by applying a structured methodology Learn how CPMAI integrates with Agile and enterprise workflows 🔗 Useful Links & Resources: 📄 CPMAI Official Site: https://www.pmi.org/shop/p-/elearning/cognitive-project-management-in-ai-(cpmai)-plus--v7---course/el179 📝 CPMAI Certification: https://www.programstrategyhq.com/post/cpmai-ai-project-management-certification 👍 Like this content? 🔔 Subscribe to our channel for more videos on AI project delivery, Agile transformation, and enterprise program management! #CPMAI #AIProjectManagement #DataScience #MachineLearning #AgileAI #ProgramStrategyHQ #ProjectManagement #BusinessAI #AIFramework #ArtificialIntelligence My Linkedin: https://www.linkedin.com/in/jacinthp/ --------------------------------------------- Visit our website: https://www.programstrategyhq.com/ --------------------------------------------- Books I read and Refer for Project Management & Agile: --------------------------------------------- Headfirst Agile: https://amzn.to/4aiMfoK Agile Estimating and Planning: https://amzn.to/4jiUjKf SAFe 5.0 Distilled: https://amzn.to/3WkUAmn Inspired - Product Management: https://amzn.to/3WoHowO

Welcome to the complete Project Management Tutorial for Beginners — your one-stop guide to managing enterprise software implementation projects from start to finish. In this full-length video, we cover all 5 essential phases of a software project lifecycle: ✅ Initiation ✅ Planning ✅ Execution ✅ Delivery ✅ Closure This content is tailored for software project managers, scrum masters, delivery leads, and anyone new to managing enterprise projects involving platforms like ServiceNow, Salesforce, SAP, Oracle, and more. 🎯 What You’ll Learn in This Video: How to align business goals and define project scope Structuring requirements, stories, and sprints Executing builds with Agile practices and quality controls Preparing for UAT, go-live, and cutover Transitioning to support, capturing lessons learned, and celebrating succes Deliverables, templates, and practical best practices for every phase This is a practical, real-world guide based on industry standards — perfect for those managing enterprise implementations or looking to strengthen their project delivery skills. 📥 Download All Phase Checklists & Templates: [Insert link if available] 📺 Prefer short videos? Watch the series as individual episodes: [Initiation Phase] - https://youtu.be/3BILYxhFi9g [Planning Phase] - https://youtu.be/ym8AFYrK4SY [Execution Phase] - https://youtu.be/RU4aytisiRU [Delivery Phase] - https://youtu.be/vUiPMnBb_s0 [Closure Phase] - https://youtu.be/_QOA6soIzjg 💬 If you found this useful, drop a comment and share with your project teams! 👍 Like | 🔔 Subscribe | 📢 Share with colleagues learning project management My Linkedin: https://www.linkedin.com/in/jacinthp/ --------------------------------------------- Visit our website: https://www.programstrategyhq.com/ --------------------------------------------- Books I read and Refer for Project Management & Agile: --------------------------------------------- Headfirst Agile: https://amzn.to/4aiMfoK Agile Estimating and Planning: https://amzn.to/4jiUjKf SAFe 5.0 Distilled: https://amzn.to/3WkUAmn Inspired - Product Management: https://amzn.to/3WoHowO

Welcome to the final video in our “Project Management Tutorial for Beginners” series — tailored for enterprise software implementations like ServiceNow, Salesforce, SAP, Oracle, and more. 📺 Watch the Full Series: [Initiation Phase] - https://youtu.be/3BILYxhFi9g [Planning Phase] - https://youtu.be/ym8AFYrK4SY [Execution Phase] - https://youtu.be/RU4aytisiRU [Delivery Phase] - https://youtu.be/vUiPMnBb_s0 [Closure Phase] - https://youtu.be/_QOA6soIzjg In this episode, we focus on the Closure Phase — the critical last step in your project management lifecycle. This is where the project formally ends, ownership transitions to operations, and value realization is measured. More importantly, it’s where you capture key learnings and celebrate your team’s success. Whether you're a new project manager or a delivery lead, this video will help you finish your project strong and set up your organization for long-term success. My Linkedin: https://www.linkedin.com/in/jacinthp/ --------------------------------------------- Visit our website: https://www.programstrategyhq.com/ --------------------------------------------- Books I read and Refer for Project Management & Agile: --------------------------------------------- Headfirst Agile: https://amzn.to/4aiMfoK Agile Estimating and Planning: https://amzn.to/4jiUjKf SAFe 5.0 Distilled: https://amzn.to/3WkUAmn Inspired - Product Management: https://amzn.to/3WoHowO

Welcome to the fourth episode in our “Project Management Tutorial for Beginners” series — designed for enterprise software implementations including ServiceNow, Salesforce, SAP, Oracle, and other platforms. In this video, we focus on the Delivery Phase — where all the hard work from planning and execution comes together. This phase ensures the solution is fully tested, the business signs off, users are trained, and the production cutover is seamless. This phase is critical for ensuring your software release is stable, adopted by users, and fully supported by operations teams. 📺 Watch the Full Series: [Initiation Phase] - https://youtu.be/3BILYxhFi9g [Planning Phase] - https://youtu.be/ym8AFYrK4SY [Execution Phase] - https://youtu.be/RU4aytisiRU [Delivery Phase] - https://youtu.be/vUiPMnBb_s0 [Closure Phase] - https://youtu.be/_QOA6soIzjg 💬 Have questions or tips? Drop them in the comments! 👍 Like | 🔔 Subscribe | 📢 Share this with your project team My Linkedin: https://www.linkedin.com/in/jacinthp/ --------------------------------------------- Visit our website: https://www.programstrategyhq.com/ --------------------------------------------- Books I read and Refer for Project Management & Agile: --------------------------------------------- Headfirst Agile: https://amzn.to/4aiMfoK Agile Estimating and Planning: https://amzn.to/4jiUjKf SAFe 5.0 Distilled: https://amzn.to/3WkUAmn Inspired - Product Management: https://amzn.to/3WoHowO

Welcome to the third episode of our "Project Management Tutorial for Beginners" series — focused on enterprise software engineering projects like ServiceNow, Salesforce, SAP, Oracle, and more. In this video, we cover the Execution Phase, where detailed plans are transformed into working software. This phase is the most dynamic, involving Agile delivery practices, quality assurance, testing, and readiness for deployment. 📺 Watch the Full Series: [Initiation Phase] - https://youtu.be/3BILYxhFi9g [Planning Phase] - https://youtu.be/ym8AFYrK4SY [Execution Phase] - https://youtu.be/RU4aytisiRU [Delivery Phase] - https://youtu.be/vUiPMnBb_s0 [Closure Phase] - https://youtu.be/_QOA6soIzjg This series is perfect for aspiring project managers, scrum masters, implementation leads, and enterprise architects involved in large-scale software rollouts. This series is perfect for aspiring project managers, PMO leaders, scrum masters, and IT professionals working in enterprise environments. 📌 Don’t forget to: 👍 Like | 🔔 Subscribe | 💬 Comment your questions below How to run effective Sprint Planning and Retrospectives Agile best practices for building, reviewing, and releasing features Peer reviews, unit testing, and functional validation techniques Security and compliance practices during execution How to prepare for UAT and System Integration Testing Designing the Operational Support Model for Hypercare and beyond Key deliverables and industry-aligned quality checks My Linkedin: https://www.linkedin.com/in/jacinthp/ --------------------------------------------- Visit our website: https://www.programstrategyhq.com/ --------------------------------------------- Books I read and Refer for Project Management & Agile: --------------------------------------------- Headfirst Agile: https://amzn.to/4aiMfoK Agile Estimating and Planning: https://amzn.to/4jiUjKf SAFe 5.0 Distilled: https://amzn.to/3WkUAmn Inspired - Product Management: https://amzn.to/3WoHowO