Project Management

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• Strategy & Tactics ... Project Management ... Best Practices ... Checklists ... Project Check-in ... Evaluation ... Measures
• Analytics ... Visualization ... Graphical Tools ... Loop ... Diagrams & Business Analysis ... Requirements ... Bayes ... Network Pattern
• Architectures for AI ... Enterprise Architecture (EA) ... Enterprise Portfolio Management (EPM) ... Architecture and Interior Design
• Risk, Compliance and Regulation ... Ethics ... Privacy ... Law ... AI Governance ... AI Verification and Validation
• Cybersecurity ... OSINT ... Frameworks ... References ... Offense ... NIST ... DHS ... Screening ... Law Enforcement ... Government ... Defense ... Lifecycle Integration ... Products ... Evaluating
• Rationale ... list pros and cons, generate a SWOT analysis, or give a causal analysis to help weigh your options
• Automating project management with deep learning How natural language processing can be used to classify project status updates | Euan Wielewski - Toward Data Science
• Project Management and Artificial Intelligence How machine learning methods and algorithms can back up more traditional Project Management Analytics tools | Marco Caressa
• 3 ways artificial intelligence can improve project management by 2024 | Dmytro Bogdanov - MyManagementGuide.com (“MyMG”)

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We haven't got the money, so we'll have to think - Ernest Rutherford

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Product Roadmap

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• Planning and evaluating AI investments
• What should a product roadmap of AI-powered products consist of? | Arek Skuza
• A 12-month AI Product Roadmap | Kevin Dewalt - Prolego - Medium
• What you need to know about product management for AI | Peter Skomoroch and Mike Loukides - O'Reilly
• Building a strategic AI roadmap for your business | Karthik Ramakrishnan - Element AI
• Moving Towards Managing AI Products | Prasad Velamuri - Insight - Medium
• Your Roadmap to AI and ML Deployments | Sara Beck - InformationWeek

Scaling AI: The Roadmap Navigate your AI project’s ‘journey to live’ using the roadmap, and use the checkpoints as guiding markers to help take your project beyond proof of concept to value realization. Learn more: https://accntu.re/31NqeeE

How AI is changing Product Management by fmr Microsoft GPM A Product Management event in Seattle on how AI in changing PM. Founded in Silicon Valley in 2014, Product School is the global leader in product management training, with over 10,000 alumni, 20 campuses worldwide and a live online campus.

Lean and Mean: Building the Roadmap Machine by Expedia Group PM A Product Management Event in London on building powerful roadmaps. Subscribe here: https://bit.ly/2xMQLbS

How to Drive Roadmap Prioritization and Planning by Microsoft PM Product Management Event in Seattle about How to Drive Roadmap Prioritization and Planning. Subscribe here: https://bit.ly/2xMQLbS

Estimation

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• Two hours later and still running? How to keep your sklearn.fit under control | Gabriel Lerner and Nathan Toubiana - freeCodeCamp
  • Scitime - GitHub ...Training time estimation for scikit-learn algorithms.
• Algorithm runtime prediction: Methods & evaluation | F. Hutter, L. Xu, H. Hoos, and K. Leyton-Brown - ScienceDirect

Return on Investment (ROI)

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How to compute the ROI on AI projects? Figuring out the ROI on AI implementations can be challenging. We offer some guidance on how to do that in this video. You can use this framework to make sure that you consider the many aspects of ROI that are especially required for AI projects. Contact the authors at: mehran.irdmousa@mziaviation.com, dr.raj.ramesh@gmail.com

Getting to AI ROI: Finding Value in Your Unstructured Content Artificial Intelligence is definitely having its moment, but if you’re like most companies, you haven’t yet been able to capture ROI from these exciting technologies. It seems complicated, expensive, requires specialized talent, crazy data requirements, and more. Your boss may have dropped a vague missive onto your desk asking you to “figure out how AI can help enhance our business.” You have piles and piles of unstructured content—contracts, documents, feedback, but you haven’t been able to drive value from your data. Where to even start?

Enterprise Project Portfolio Management (EPPM)

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Run Successful Projects with Machine Learning in EPPM with SAP S/4HANA Cloud See how successful projects work at intelligent enterprises. Maximize your chances of success, while minimizing risk with intelligent ERP.

Implementing Enterprise Project Portfolio Management for a Multi-maturity Organization An enterprise system typically isn't tailored to meet the needs of ALL users. An enterprise system is just that, a tool to be shared and used by the entire organization. The problem is that most teams in an organization work differently. They have different processes, they follow different leaders, they have different areas of focus, and most of all, they are at different maturity levels within the PM maturity.