Ai-driven Project Management (harnessing The Power Of Artificial Intelligence And Chatgpt To Achieve Peak Productivity And Success)

By (author) Bainey, Kristian
Expédié entre 4 et 6 semaines
By (author) Bainey, Kristian
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

Plus d'infos
Auteur By (author) Bainey, Kristian
Date de publication 22 avr. 2024
EAN 9781394232215
Contributeurs Bainey, Kristian
Éditeur John Wiley & Sons Inc
Langues Anglais
Pays de Publication Royaume-Uni
Largeur 183 mm
Hauteur 229 mm
Epaisseur 23 mm
Format du Produit Couverture souple
Poids 0.544000
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