Data Driven Decisions
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Data Driven Decision Making Using Analytics
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Author : Parul Gandhi
language : en
Publisher: CRC Press
Release Date : 2021-12-21
Data Driven Decision Making Using Analytics written by Parul Gandhi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-21 with Computers categories.
This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining. Features: Covers descriptive statistics with respect to predictive analytics and business analytics. Discusses different data analytics platforms for real-time applications. Explain SMART business models. Includes algorithms in data sciences alongwith automated methods and models. Explores varied challenges encountered by researchers and businesses in the realm of real-time analytics. This book aims at researchers and graduate students in data analytics, data sciences, data mining, and signal processing.
Data Driven Decisions
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Author : Subhashish Samaddar
language : en
Publisher:
Release Date : 2020-11-21
Data Driven Decisions written by Subhashish Samaddar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-21 with categories.
This book is intended for the students and teachers of evidence based decision making, especially when the evidences are obtained from numerical facts. It specifically covers business modeling, decision analytics, and forecasting. All planning and decision making start with some estimation of what the future holds for a business and thus, we need to forecast the future. Generally, there can be more than one forecast for most real situations based on the model one uses to forecast them. Business modeling can help us with calculating what those multiple forecasts of the future mean for the things that the business is interested in, such as profit, costs, pay off, returns etc. These are also called outcomes. Once we get the forecasts depicting the future, we can devise and assess multiple actions, and choose one of them that get the best outcome for the business. Decision analytics help us with this assessment. This book is best used for problem based learning and instruction. Problem based learning introduces the problem first for the students to work on, along with the instructor. Students learn by doing. They can practice multiple problems for practice until the underlying principles and lessons are understood and absorbed. Then the formal theories and principles are presented to make sense of what the students have already done and learned. This can also be called reversed learning because it reverses the process of the traditional learning method of theory first and problem solving later. The first of the book provides the problem and the second half of the book provides brief theories and principles, and solutions of the problems.
The Analyst Mindset
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Author : Hugo Soto
language : en
Publisher:
Release Date : 2020-04-22
The Analyst Mindset written by Hugo Soto and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-22 with categories.
Every day, decisions are made that affect people, businesses, and even countries. Most of these decisions fall into the shoulders of everyday people, people with emotions that can cloud judgements, people with subconscious biases that can influence decisions, or even people whose interests are misaligned with the business they're trying to run. Until now, the world has focused on providing these people with as many tools to make those decisions, but little attention has been given to fostering the mindsets necessary to use all these tools efficiently. Until Now.
Project Management Analytics
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Author : Harjit Singh
language : en
Publisher: FT Press
Release Date : 2015-11-12
Project Management Analytics written by Harjit Singh and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-12 with Business & Economics categories.
To manage projects, you must not only control schedules and costs: you must also manage growing operational uncertainty. Today’s powerful analytics tools and methods can help you do all of this far more successfully. In Project Management Analytics, Harjit Singh shows how to bring greater evidence-based clarity and rationality to all your key decisions throughout the full project lifecycle. Singh identifies the components and characteristics of a good project decision and shows how to improve decisions by using predictive, prescriptive, statistical, and other methods. You’ll learn how to mitigate risks by identifying meaningful historical patterns and trends; optimize allocation and use of scarce resources within project constraints; automate data-driven decision-making processes based on huge data sets; and effectively handle multiple interrelated decision criteria. Singh also helps you integrate analytics into the project management methods you already use, combining today’s best analytical techniques with proven approaches such as PMI PMBOK® and Lean Six Sigma. Project managers can no longer rely on vague impressions or seat-of-the-pants intuition. Fortunately, you don’t have to. With Project Management Analytics, you can use facts, evidence, and knowledge—and get far better results. Achieve efficient, reliable, consistent, and fact-based project decision-making Systematically bring data and objective analysis to key project decisions Avoid “garbage in, garbage out” Properly collect, store, analyze, and interpret your project-related data Optimize multi-criteria decisions in large group environments Use the Analytic Hierarchy Process (AHP) to improve complex real-world decisions Streamline projects the way you streamline other business processes Leverage data-driven Lean Six Sigma to manage projects more effectively
Data Driven Decision Making
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Author : Chris O'Neal
language : en
Publisher: International Society for Technology in Education
Release Date : 2012-02-21
Data Driven Decision Making written by Chris O'Neal and has been published by International Society for Technology in Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-21 with Education categories.
This workbook will serve as your guide to incorporating the data-driven decision making process into your organization’s culture and behavior. O’Neal leads you through setting up teams; warehousing, accessing, and examining data; and finally reflecting on your process. Understand what’s happening in your school environment and how you can make better decisions that will keep you on a path to success.
Marketing Analytics
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Author : Rajkumar Venkatesan
language : en
Publisher: University of Virginia Press
Release Date : 2021-01-13
Marketing Analytics written by Rajkumar Venkatesan and has been published by University of Virginia Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-13 with Business & Economics categories.
The authors of the pioneering Cutting-Edge Marketing Analytics return to the vital conversation of leveraging big data with Marketing Analytics: Essential Tools for Data-Driven Decisions, which updates and expands on the earlier book as we enter the 2020s. As they illustrate, big data analytics is the engine that drives marketing, providing a forward-looking, predictive perspective for marketing decision-making. The book presents actual cases and data, giving readers invaluable real-world instruction. The cases show how to identify relevant data, choose the best analytics technique, and investigate the link between marketing plans and customer behavior. These actual scenarios shed light on the most pressing marketing questions, such as setting the optimal price for one’s product or designing effective digital marketing campaigns. Big data is currently the most powerful resource to the marketing professional, and this book illustrates how to fully harness that power to effectively maximize marketing efforts.
Data Driven Decisions
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Author : RICKNEKA HOWARD
language : en
Publisher: RICKNEKA HOWARD
Release Date : 2023-09-28
Data Driven Decisions written by RICKNEKA HOWARD and has been published by RICKNEKA HOWARD this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-28 with Business & Economics categories.
"Data-Driven Decisions: Leveraging Analytics for Success" explores the strategic utilization of analytics to inform and enhance decision-making processes. This insightful guide delves into the transformative power of data-driven approaches in driving organizational success. From identifying key metrics to interpreting complex datasets, readers will gain valuable insights into harnessing the full potential of analytics to make informed, impactful decisions. Whether in business, academia, or any other field, this book serves as an indispensable resource for leveraging data to achieve desired outcomes and stay ahead in today's competitive landscape.
Implementing An Analytics Culture For Data Driven Decisions
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Author : Robert Zwerling
language : en
Publisher: Independently Published
Release Date : 2019-10-30
Implementing An Analytics Culture For Data Driven Decisions written by Robert Zwerling and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-30 with categories.
For many years Finance has had a monopoly on reporting numbers to business leaders, but this monopoly no longer exists. Unless Finance gets into the analytics game, Finance risks being sidelined and replaced in many of its FP&A functions. Finance needs to act fast and step up its game. Turning data into insights and foresight is crucial for, what we call, Next Generation Finance. With recent emergent technologies and a change in mentality of wanting to influence decisions, Finance has started the journey of advancing from the Trusted Scorekeeper towards the Strategic Partner.In the journey towards a Strategic Partner an analytics culture for data driven decisions needs to be developed. A culture that has four key components of Mindset, People, Processes, and Systems. These components, when aligned, institutionalize the practices about data driven decisions for business optimization.This book describes how to build a culture of data driven decisions using analytics. It purports that Finance becomes the hub of analytics to partner with the business to deliver the insights and foresight that impact the strategic decisions. Creating a culture of data driven decisions with analytics requires a Roadmap to transform Finance to the World Class Strategic Partner. This book lays out that roadmap...
Digital Analytics
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Author : Jumin Kamki
language : en
Publisher:
Release Date : 2016
Digital Analytics written by Jumin Kamki and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Data Driven Marketing
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Author : Mark Jeffery
language : en
Publisher: John Wiley & Sons
Release Date : 2010-02-08
Data Driven Marketing written by Mark Jeffery 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 2010-02-08 with Business & Economics categories.
NAMED BEST MARKETING BOOK OF 2011 BY THE AMERICAN MARKETING ASSOCIATION How organizations can deliver significant performance gains through strategic investment in marketing In the new era of tight marketing budgets, no organization can continue to spend on marketing without knowing what's working and what's wasted. Data-driven marketing improves efficiency and effectiveness of marketing expenditures across the spectrum of marketing activities from branding and awareness, trail and loyalty, to new product launch and Internet marketing. Based on new research from the Kellogg School of Management, this book is a clear and convincing guide to using a more rigorous, data-driven strategic approach to deliver significant performance gains from your marketing. Explains how to use data-driven marketing to deliver return on marketing investment (ROMI) in any organization In-depth discussion of the fifteen key metrics every marketer should know Based on original research from America's leading marketing business school, complemented by experience teaching ROMI to executives at Microsoft, DuPont, Nisan, Philips, Sony and many other firms Uses data from a rigorous survey on strategic marketing performance management of 252 Fortune 1000 firms, capturing $53 billion of annual marketing spending In-depth examples of how to apply the principles in small and large organizations Free downloadable ROMI templates for all examples given in the book With every department under the microscope looking for results, those who properly use data to optimize their marketing are going to come out on top every time.