Ai-driven Project Management (harnessing The Power Of Artificial Intelligence And Chatgpt To Achieve Peak Productivity And Success)
Description:
Accelerate your next project with artificial intelligence and ChatGPT
In AI-Driven Project Management: Harnessing the Power of Artificial Intelligence and ChatGPT to Achieve Peak Productivity and Success, veteran IT and project management advisor Kristian Bainey delivers an insightful collection of strategies for automating the administration and management of projects. In the book, the author focuses on four key areas where project leaders can achieve improved results with AI''s data-centric capabilities: minimizing surprises, minimizing bias, increasing standards, and accelerating decision making.
You''ll also find:
- Primers on the role of AI and ChatGPT in Agile, Hybrid, and Predictive approaches to project management
- How to accurately forecast a project with ChatGPT
- Techniques for crafting impactful AI strategy using AI project management principles
Perfect for managers, executives, and business leaders everywhere, AI-Driven Project Management is also a must-read for project management professionals, tech professionals and enthusiasts, and anyone else interested in the intersection of artificial intelligence, machine learning, and project management.
Table of contents:
Foreword xxi
Introduction xxiii
Part I Foundations of AI in Project Management 1
Chapter 1 Introducing ChatGPT: The AI Revolution in Project Management 3
Evolution of AI 3
What Is ChatGPT? 5
Accessing ChatGPT 7
The ChatGPT Advantage for Project Managers 7
Your Roadmap to Productivity and Success 8
Chapter 2 AI-Driven Project Management (PM-AI) 9
What Is Project Management? 9
What Is Fine-Tuning? 10
What Is Customized Modeling? 10
What Is Model Training from Scratch? 10
What Is Artificial Intelligence, and How Does It Affect Project Management? 11
What Is Generative AI’s Effect on Project Management? 13
Artificial Intelligence 14
Machine Learning 14
Deep Learning 15
Generative AI 15
Large Language Models 15
Generative Pretrained Transformers 15
ChatGPT 15
Generative AI Tools for Project Managers 19
Machine Learning and Its Effect on Project Management 20
Deep Learning and Its Effect on Project Management 22
Chapter 3 AI-Driven Predictive Approach to Project Management 23
The Initiating Process Phase 24
Example: Initiating a New Solar Energy Farm Project 24
The Planning Process Phase 24
Example: AI-Driven Cybersecurity for Network Intrusion Detection 24
The Executing Process Phase 25
Example: Remote Patient Monitoring in a Healthcare Application 25
The Monitoring and Controlling Process Phase 26
Example: Smart Building Management System in Construction 26
The Closing Process Phase 27
Example: AI-Driven Inventory Management System in the Supply Chain 27
The Benefits and Limitations of Using a Predictive Approach in AI 27
Chapter 4 AI-Driven Agile and Hybrid Approaches to Project Management 31
The Concept Phase 31
Example: Personalized Fitness and Nutrition Mobile App in Software Development 32
The Initiating Phase 32
Example: Telemedicine Platform in the Health Sector 33
The Planning and Design Phase 33
Example: AI-Powered Driver Assistance System in the Automotive Sector 33
The Iterative Development (Sprint and Cycles) Phase 34
Example: Recommendation Engine in the E-commerce Sector 34
The Release and Transition Phase 35
Example: Mobile Banking Application in the Financial Services Sector 35
The Deployment Phase 35
Example: Streaming Service Platform in the Media and Entertainment Sector 36
AI-Driven Hybrid Approach in
| المؤلف | By (author) Bainey, Kristian |
|---|---|
| تاريخ النشر | ٢٢ أبريل ٢٠٢٤ م |
| EAN | 9781394232215 |
| المساهمون | Bainey, Kristian |
| الناشر | John Wiley & Sons Inc |
| اللغة | الإنجليزية |
| بلد النشر | المملكة المتحدة |
| العرض | 183 mm |
| ارتفاع | 229 mm |
| السماكة | 23 mm |
| شكل المنتج | غلاف ورقي / غلاف عادي |
| الوزن | 0.544000 |