Applying Artificial Intelligence in Project Management. Harness the power of AI to transform project management practices Mercury Learning and Information, Paul Boudreau

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Autorzy:: Mercury Learning and Information, Paul Boudreau
Wydawnictwo:: Mercury Learning (Z chęcią przeczytam książkę w języku polskim)
Ocena:: Bądź pierwszym, który oceni tę książkę
Stron:: 239
Dostępne formaty:: PDF

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Artificial intelligence is reshaping the way projects are managed, offering unprecedented opportunities to improve efficiency, accuracy, and outcomes. This course begins with an introduction to AI’s role in project management, exploring how machine learning, natural language processing, and predictive algorithms can transform traditional approaches. You’ll learn about the key components of AI-driven projects and how to develop a strong business case for adopting these innovations.

As you progress, the course delves into practical applications of AI in automating project tasks, analyzing data, and predicting results. Participants will gain hands-on experience with tools that leverage machine learning to forecast project success, improve productivity, and resolve potential failures. Additionally, you’ll discover how generative AI and large language models can enhance communication, planning, and decision-making throughout the project lifecycle.

Finally, the course examines the broader implications of integrating AI into project management. You’ll explore strategies for acquiring AI solutions, implementing them within teams, and navigating the ethical challenges they present. By the end of the course, participants will have a clear understanding of how to leverage AI to optimize projects and stay competitive in a rapidly evolving technological landscape.

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O autorach książki

MERCURY LEARNING and INFORMATION publishes content in the areas of science and medicine, technology and computing, engineering, and mathematics designed for the professional/reference, trade, library, higher education, career school, and online training markets.

Paul Boudreau is an instructor of various project management courses, and a project management influencer focused on improving project success by applying artificial intelligence technology. He is recognized by his peers as an expert in the field and has collaborated on several new AI software applications for project management.

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Szczegóły książki

Tytuł oryginału:: Applying Artificial Intelligence in Project Management. Harness the power of AI to transform project management practices
ISBN Ebooka:: 978-18-370-2328-8, 9781837023288
Data wydania ebooka :: 2025-01-23 Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie. Jeśli masz wątpliwości skontaktuj się z nami sklep@helion.pl.
Język publikacji:: 1
Rozmiar pliku Pdf:: 8MB
Rozmiar pliku ePub:: 2.3MB

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Kategorie:
Sztuczna inteligencja

Spis treści książki

1. Why Project Management Needs AI
2. Two AI Components for Projects
3. The Business Case for AI
4. Automating Project Management Tasks
5. Providing Good Project Data
6. Acquiring and Using Data
7. Predicting Project Results Using Machine Learning Algorithms and Supervised Learning to Predict Results
8. Improving Project Productivity With NLP
9. Generative AI and Large Language Models
10. Genetic Algorithms for Project Navigation
11. Project Initiation, Planning, Delivery, and Close
12. Project Control and Project Termination
13. AI for Agile Process Effectiveness
14. Applying AI to Resolve Project Failure
15. The Build or Buy Decision
16. Evaluating and Acquiring AI Software
17. Implementing AI Solutions
18. Changes to Roles of the Project Manager, PMO, and Project Team
19. Ethical Implications of AI in Project Management
20. The Rapid Advance of AI Technology
21. Conclusion