The Data Driven Project Manager

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The Data Driven Project Manager

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Author : Mario Vanhoucke
language : en
Publisher: Apress
Release Date : 2018-03-27

The Data Driven Project Manager written by Mario Vanhoucke and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-27 with Business & Economics categories.

Discover solutions to common obstacles faced by project managers. Written as a business novel, the book is highly interactive, allowing readers to participate and consider options at each stage of a project. The book is based on years of experience, both through the author's research projects as well as his teaching lectures at business schools. The book tells the story of Emily Reed and her colleagues who are in charge of the management of a new tennis stadium project. The CEO of the company, Jacob Mitchell, is planning to install a new data-driven project management methodology as a decision support tool for all upcoming projects. He challenges Emily and her team to start a journey in exploring project data to fight against unexpected project obstacles. Data-driven project management is known in the academic literature as “dynamic scheduling” or “integrated project management and control.” It is a project management methodology to plan, monitor, and control projects in progress in order to deliver them on time and within budget to the client. Its main focus is on the integration of three crucial aspects, as follows: Baseline Scheduling: Plan the project activities to create a project timetable with time and budget restrictions. Determine start and finish times of each project activity within the activity network and resource constraints. Know the expected timing of the work to be done as well as an expected impact on the project’s time and budget objectives. Schedule Risk Analysis: Analyze the risk of the baseline schedule and its impact on the project’s time and budget. Use Monte Carlo simulations to assess the risk of the baseline schedule and to forecast the impact of time and budget deviations on the project objectives. Project Control: Measure and analyze the project’s performance data and take actions to bring the project ontrack. Monitor deviations from the expected project progress and control performance in order to facilitate the decision-making process in case corrective actions are needed to bring projects back on track. Both traditional Earned Value Management (EVM) and the novel Earned Schedule (ES) methods are used. What You'll Learn Implement a data-driven project management methodology (also known as "dynamic scheduling") which allows project managers to plan, monitor, and control projects while delivering them on time and within budget Study different project management tools and techniques, such as PERT/CPM, schedule risk analysis (SRA), resource buffering, and earned value management (EVM) Understand the three aspects of dynamic scheduling: baseline scheduling, schedule risk analysis, and project control Who This Book Is For Project managers looking to learn data-driven project management (or "dynamic scheduling") via a novel, demonstrating real-time simulations of how project managers can solve common project obstacles

Leading Complex Projects

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Author : Edward W. Merrow
language : en
Publisher: John Wiley & Sons
Release Date : 2018-05-01

Leading Complex Projects written by Edward W. Merrow and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-01 with Business & Economics categories.

Quantitative analysis of outcomes vs PMs at the individual level Leading Complex Projects takes a unique approach to post-mortem analysis to provide project managers with invaluable insight. For the first time, individual PM characteristics are quantitatively linked to project outcomes through a major study investigating the role of project leadership in the success and failure of complex industrial projects; hard data on the backgrounds, education, and personality characteristics of over 100 directors of complex projects is analyzed against the backdrop of project performance to provide insight into controllable determinants of outcomes. By placing these analyses alongside their own data, PMs will gain greater insight into areas of weakness and strength, locate recurring obstacles, and identify project components in need of greater planning, oversight, or control. The role of leadership is to deliver results; in project management, this means taking responsibility for project outcomes. PMs are driven by continuous improvement, and this book provides a wealth of insight to help you achieve the next step forward. Understand why small, simple projects consistently outperform larger, more complex projects Delve into the project manager's role in generating successful outcomes Examine the data from over 100 PMs of complex industrial projects Link PM characteristics to project outcome to find areas for improvement Complex industrial projects from around the world provide a solid basis for quantitative analysis of outcomes—and the PMs who drive them. Although the majority of the data is taken from projects in the petroleum industry, the insights gleaned from analysis are widely applicable across industry lines for PMs who lead complex projects of any stripe. Leading Complex Projects provides clear, data-backed improvement guidance for anyone in a project management role.

Project Management Analytics

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Author : Harjit Singh
language : en
Publisher:
Release Date : 2016

Project Management Analytics written by Harjit Singh and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Data mining categories.

Data Analytics In Project Management

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Author : Seweryn Spalek
language : en
Publisher: Taylor & Francis Group/CRC Press
Release Date : 2019-01-01

Data Analytics In Project Management written by Seweryn Spalek and has been published by Taylor & Francis Group/CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-01 with Business & Economics categories.

Data Analytics in Project Management. Data analytics plays a crucial role in business analytics. Without a rigid approach to analyzing data, there is no way to glean insights from it. Business analytics ensures the expected value of change while that change is implemented by projects in the business environment. Due to the significant increase in the number of projects and the amount of data associated with them, it is crucial to understand the areas in which data analytics can be applied in project management. This book addresses data analytics in relation to key areas, approaches, and methods in project management. It examines: • Risk management • The role of the project management office (PMO) • Planning and resource management • Project portfolio management • Earned value method (EVM) • Big Data • Software support • Data mining • Decision-making • Agile project management Data analytics in project management is of increasing importance and extremely challenging. There is rapid multiplication of data volumes, and, at the same time, the structure of the data is more complex. Digging through exabytes and zettabytes of data is a technological challenge in and of itself. How project management creates value through data analytics is crucial. Data Analytics in Project Management addresses the most common issues of applying data analytics in project management. The book supports theory with numerous examples and case studies and is a resource for academics and practitioners alike. It is a thought-provoking examination of data analytics applications that is valuable for projects today and those in the future.

Data Driven

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Author : Thomas C. Redman
language : en
Publisher: Harvard Business Press
Release Date : 2008-09-22

Data Driven written by Thomas C. Redman and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-22 with Business & Economics categories.

Your company's data has the potential to add enormous value to every facet of the organization -- from marketing and new product development to strategy to financial management. Yet if your company is like most, it's not using its data to create strategic advantage. Data sits around unused -- or incorrect data fouls up operations and decision making. In Data Driven, Thomas Redman, the "Data Doc," shows how to leverage and deploy data to sharpen your company's competitive edge and enhance its profitability. The author reveals: · The special properties that make data such a powerful asset · The hidden costs of flawed, outdated, or otherwise poor-quality data · How to improve data quality for competitive advantage · Strategies for exploiting your data to make better business decisions · The many ways to bring data to market · Ideas for dealing with political struggles over data and concerns about privacy rights Your company's data is a key business asset, and you need to manage it aggressively and professionally. Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.

Data Driven Project Management

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Author : OZHAN ATALI
language : en
Publisher: Wremia, Inc.
Release Date : 2020-03-31

Data Driven Project Management written by OZHAN ATALI and has been published by Wremia, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-31 with Business & Economics categories.

Starting from 2010 there has been incredible change in business environments with the development of cloud technology and artificial intelligence. We believe that these technologies will start affecting routine-based desk jobs intensively soon. Data-entry, operational-accounting and scheduling might be one of these areas. The idea of writing this book primarily raised from experiences which indicates that there is still enough time to waste with spreadsheets. Because each business runs for profitability and currently the cost of a large system changes cannot be afforded by majority of small and medium sized businesses. And each technology may not provide 100% automation for each task on time. You will learn the best project management practices on excel and will have free professional project management spreadsheet templates (i.e. Gantt, kanban, project planner). Finance and accounting are still seen as professions owned by a specific department of companies whereas real finance is run by operations themselves. Each team member and/or the leader or planner must be aware of the financial results of each action. Particularly, project managers must have adequate knowledge and hands-on experience on financial aspects of projects. For this purpose, the second chapter of this guide focus on financial concepts related to project management.

Project Management

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Author : Harold Kerzner
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-08

Project Management written by Harold Kerzner and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-08 with Technology & Engineering categories.

The book most recommended by the Project Management Institute as an adjunct to the PMBOK Guide and a powerful resource for anyone preparing for the PMP exams In the newly revised fourteenth edition of Project Management: A Systems Approach to Planning, Scheduling and Controlling, renowned project management leader Harold Kerzner delivers another insightful and hands-on discussion of project management. The book is packed with new material related to artificial intelligence (AI), new methodologies – including agile and hybrid – data driven project management, managing diversity, and the nuances of the contemporary roles available to project managers. The material in this latest edition aligns closely with the Project Management Body of Knowledge Guide, offering readers a chance to fill in the gaps left by the PMBOK and prepare effectively and confidently for the new “principles first” approach of the updated PMP exams. In the book, readers will find: A thorough introduction to strategies for setting clear objectives and expectations and ways to define the success and failure of projects Comprehensive explorations of sustainability projects in the areas of social and environmental responsibility Practical discussions of how to manage complex and large-scale projects Complete treatments of data-driven project management that enables informed decision-making and enhances project outcomes Perfect for undergraduate and graduate students taking courses in project management, Project Management: A Systems Approach to Planning, Scheduling and Controlling will also benefit anyone preparing for any of the project management certification exams, as well as practicing project managers seeking an effective desk reference for regular use.

Ai Driven Project Management

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Author : Kristian Bainey
language : en
Publisher: John Wiley & Sons
Release Date : 2024-04-02

Ai Driven Project Management written by Kristian Bainey and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-02 with Business & Economics categories.

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.

Creating A Data Driven Organization

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Author : Carl Anderson
language : en
Publisher: O'Reilly Media
Release Date : 2015-07-25

Creating A Data Driven Organization written by Carl Anderson and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-25 with Computers categories.

Through insightful interviews and examples from a variety of industries, Creating a Data-Driven Organization enumerates the different aspects of culture that contribute to great data-driven organizations. It will help you pause and consider, "are we really as data-driven as we could be?" By gaining valuable advice and insights from data science and analytics leaders of what worked and what didn’t, this practical book will stimulate discussion among data scientists and data analysts in companies from small startups to large corporations about what you can do to make use of data. Understand what it means to be data driven Learn the tools you need to improve data collection Gain a deep understanding of the analyst organization Get an introduction to doing data analysis Learn how to tell a story with data Understand and apply A/B testing Collect and analyze data while respecting privacy and ethics Learn about the data-driven C-suite

Chatgpt For Project Managers

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Author : Jade Summers
language : en
Publisher: Jade Summers
Release Date :

Chatgpt For Project Managers written by Jade Summers and has been published by Jade Summers this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

ChatGPT for Project Managers: Elevating Efficiency and Decision-Making In the fast-paced world of project management, staying ahead of the curve is essential. "ChatGPT for Project Managers: Elevating Efficiency and Decision-Making" is your ultimate guide to harnessing the power of artificial intelligence to streamline your workflows, optimize data analysis, and support critical decisions. This comprehensive guide is tailored for professionals in Business & Finance or Professional & Technical domains, offering practical and actionable insights to embed AI into your project management practices. 🌟 Key Highlights: Transformative AI Tools: Learn how ChatGPT can automate routine tasks, saving you time and reducing your cognitive load. Data-Driven Decisions: Discover how to leverage AI for predictive analytics and risk management to enhance project outcomes. Enhanced Communication: Utilize NLP tools to improve team collaboration and communication. Real-World Applications: Explore case studies and real-world examples of AI integration in project management. Future-Proof Your Skills: Stay ahead with insights into the latest advancements in AI and project management. Unlock the full potential of ChatGPT and elevate your project management efficiency today! 📈✨