Author: Darja Šmite
Publisher: Springer Science & Business Media
ISBN: 3642124429
Category : Computers
Languages : en
Pages : 360
Book Description
Rather than deciding whether or not to get involved in global sourcing, many companies are facing decisions about whether or not to apply agile methods in their distributed projects. These companies are often motivated by the opportunities to solve the coordination and communication difficulties associated with global software development. Yet while agile principles prescribe close interaction and co-location, the very nature of distributed software development does not support these prerequisites. Šmite, Moe, and Ågerfalk structured the book into five parts. In “Motivation” the editors introduce the fundamentals of agile distributed software development and explain the rationale behind the application of agile practices in globally distributed software projects. “ Transition” describes implementation strategies, adoption of particular agile practices for distributed projects, and general concepts of agility. “Management” details practical implications for project planning, time management, and customer and subcontractor interaction. “Teams” discusses agile distributed team configuration, effective communication and knowledge transfer, and allocation of roles and responsibilities. Finally, in the “Epilogue” the editors summarize all contributions and present future trends for research and practice in agile distributed development. This book is primarily targeted at researchers, lecturers, and students in empirical software engineering, and at practitioners involved in globally distributed software projects. The contributions are based on sound empirical research and identify gaps and commonalities in both the existing state of the art and state of the practice. In addition, they also offer practical advice through many hints, checklists, and experience reports. Questions answered in this book include: What should companies expect from merging agile and distributed strategies? What are the stumbling blocks that prevent companies from realizing the benefits of the agile approach in distributed environments, and how can we recognize infeasible strategies and unfavorable circumstances? What helps managers cope with the challenges of implementing agile approaches in distributed software development projects? How can distributed teams survive the decisions taken by management and become efficient through the application of agile approaches?
Agility Across Time and Space
Author: Darja Šmite
Publisher: Springer Science & Business Media
ISBN: 3642124429
Category : Computers
Languages : en
Pages : 360
Book Description
Rather than deciding whether or not to get involved in global sourcing, many companies are facing decisions about whether or not to apply agile methods in their distributed projects. These companies are often motivated by the opportunities to solve the coordination and communication difficulties associated with global software development. Yet while agile principles prescribe close interaction and co-location, the very nature of distributed software development does not support these prerequisites. Šmite, Moe, and Ågerfalk structured the book into five parts. In “Motivation” the editors introduce the fundamentals of agile distributed software development and explain the rationale behind the application of agile practices in globally distributed software projects. “ Transition” describes implementation strategies, adoption of particular agile practices for distributed projects, and general concepts of agility. “Management” details practical implications for project planning, time management, and customer and subcontractor interaction. “Teams” discusses agile distributed team configuration, effective communication and knowledge transfer, and allocation of roles and responsibilities. Finally, in the “Epilogue” the editors summarize all contributions and present future trends for research and practice in agile distributed development. This book is primarily targeted at researchers, lecturers, and students in empirical software engineering, and at practitioners involved in globally distributed software projects. The contributions are based on sound empirical research and identify gaps and commonalities in both the existing state of the art and state of the practice. In addition, they also offer practical advice through many hints, checklists, and experience reports. Questions answered in this book include: What should companies expect from merging agile and distributed strategies? What are the stumbling blocks that prevent companies from realizing the benefits of the agile approach in distributed environments, and how can we recognize infeasible strategies and unfavorable circumstances? What helps managers cope with the challenges of implementing agile approaches in distributed software development projects? How can distributed teams survive the decisions taken by management and become efficient through the application of agile approaches?
Publisher: Springer Science & Business Media
ISBN: 3642124429
Category : Computers
Languages : en
Pages : 360
Book Description
Rather than deciding whether or not to get involved in global sourcing, many companies are facing decisions about whether or not to apply agile methods in their distributed projects. These companies are often motivated by the opportunities to solve the coordination and communication difficulties associated with global software development. Yet while agile principles prescribe close interaction and co-location, the very nature of distributed software development does not support these prerequisites. Šmite, Moe, and Ågerfalk structured the book into five parts. In “Motivation” the editors introduce the fundamentals of agile distributed software development and explain the rationale behind the application of agile practices in globally distributed software projects. “ Transition” describes implementation strategies, adoption of particular agile practices for distributed projects, and general concepts of agility. “Management” details practical implications for project planning, time management, and customer and subcontractor interaction. “Teams” discusses agile distributed team configuration, effective communication and knowledge transfer, and allocation of roles and responsibilities. Finally, in the “Epilogue” the editors summarize all contributions and present future trends for research and practice in agile distributed development. This book is primarily targeted at researchers, lecturers, and students in empirical software engineering, and at practitioners involved in globally distributed software projects. The contributions are based on sound empirical research and identify gaps and commonalities in both the existing state of the art and state of the practice. In addition, they also offer practical advice through many hints, checklists, and experience reports. Questions answered in this book include: What should companies expect from merging agile and distributed strategies? What are the stumbling blocks that prevent companies from realizing the benefits of the agile approach in distributed environments, and how can we recognize infeasible strategies and unfavorable circumstances? What helps managers cope with the challenges of implementing agile approaches in distributed software development projects? How can distributed teams survive the decisions taken by management and become efficient through the application of agile approaches?
Company-wide Agility with Beyond Budgeting, Open Space & Sociocracy
Author: John Buck
Publisher: Jutta Eckstein
ISBN: 3947991088
Category : Business & Economics
Languages : en
Pages : 170
Book Description
Today, companies are expected to be flexible and both rapidly responsive and resilient to change, which basically asks them to be agile. By combining Beyond Budgeting,Open Space, Sociocracy, and Agile, this book provides a practical guide for companies that want to be agile company-wide. Notes to the 2nd edition: This second edition reflects such updates as: the new Agile Fluency Model, the renaming / rebranding of Statoil to Equinor, and some small additions to complexity. We also enhanced the description of Organizational Open Space and explain how it differs from Liberating Structures. Enjoy insights in the book shared by Jez Humble, Diana Larsen, James Shore, Johanna Rothman, and Bjarte Bogsnes. Find out what Spotify, ING, Ericsson, and Walmart say in the book. Quotes from early readers: “[This is] a very important book. My hopes are that it will be the missing link between agile for teams and the flexible, adaptive and humane organisations we want to build. It’s a great book. Thanks for writing it!” ~Sandy Mamoli, author of Creating Great Teams “Just as Spotify has worked hard to make all aspects of product development align well and work together - I see Jutta and John in this book exploring methods and processes that will work very well across the whole company.” ~ Anders Ivarsson, Spotify “I love how those practices [are] integrated and summarized into actionable recommendations.” ~ Yves Lin, Titansoft “Really wonderful balance of structure and space, rigor and creativity, that you're suggesting.” ~ Michael Herman, Openspaceworld.org “Company-wide Agility with Beyond Budgeting, Open Space and Sociocracy [...] makes an important case for companies to regard trust and autonomy the norm, rather than a privilege. [...] Overall a great overview of how leaders can reimagine the way power is distributed within their companies.” ~ Aimee Groth, Author of The Kingdom of Happiness: Inside Tony Hsieh’s Zapponian Utopia This book invites you to take a new perspective that addresses the challenges of doing business in a volatile, uncertain, complex, and ambiguous world.
Publisher: Jutta Eckstein
ISBN: 3947991088
Category : Business & Economics
Languages : en
Pages : 170
Book Description
Today, companies are expected to be flexible and both rapidly responsive and resilient to change, which basically asks them to be agile. By combining Beyond Budgeting,Open Space, Sociocracy, and Agile, this book provides a practical guide for companies that want to be agile company-wide. Notes to the 2nd edition: This second edition reflects such updates as: the new Agile Fluency Model, the renaming / rebranding of Statoil to Equinor, and some small additions to complexity. We also enhanced the description of Organizational Open Space and explain how it differs from Liberating Structures. Enjoy insights in the book shared by Jez Humble, Diana Larsen, James Shore, Johanna Rothman, and Bjarte Bogsnes. Find out what Spotify, ING, Ericsson, and Walmart say in the book. Quotes from early readers: “[This is] a very important book. My hopes are that it will be the missing link between agile for teams and the flexible, adaptive and humane organisations we want to build. It’s a great book. Thanks for writing it!” ~Sandy Mamoli, author of Creating Great Teams “Just as Spotify has worked hard to make all aspects of product development align well and work together - I see Jutta and John in this book exploring methods and processes that will work very well across the whole company.” ~ Anders Ivarsson, Spotify “I love how those practices [are] integrated and summarized into actionable recommendations.” ~ Yves Lin, Titansoft “Really wonderful balance of structure and space, rigor and creativity, that you're suggesting.” ~ Michael Herman, Openspaceworld.org “Company-wide Agility with Beyond Budgeting, Open Space and Sociocracy [...] makes an important case for companies to regard trust and autonomy the norm, rather than a privilege. [...] Overall a great overview of how leaders can reimagine the way power is distributed within their companies.” ~ Aimee Groth, Author of The Kingdom of Happiness: Inside Tony Hsieh’s Zapponian Utopia This book invites you to take a new perspective that addresses the challenges of doing business in a volatile, uncertain, complex, and ambiguous world.
Adaptive Space: How GM and Other Companies are Positively Disrupting Themselves and Transforming into Agile Organizations
Author: Michael J. Arena
Publisher: McGraw Hill Professional
ISBN: 1260118037
Category : Business & Economics
Languages : en
Pages : 289
Book Description
Lack of Agility is the kiss of death. Position your company to succeed in world of change.To edge out the competition in today’s disruptive environment, you need to ensure that your company is agile—that it can respond to change instantly and effectively. Because fast and furious change is the only thing you can count on in business today.Network expert Michael Arena helped enable GM’s legendary turnaround. In these pages, he explains how you can transform your own company through the concept of adaptive space. Based on hundreds of interviews and the author’s own groundbreaking study of dozens of organizations spanning a variety of industries, Adaptive Space shows how to position your company for today—and for the future—by enabling creativity, innovation, and novel ideas to flow freely among teams, across departments, and throughout the company. Using GM as the main case study—along with the stories of other highly adaptive organizations, like Apple, Amazon, Disney, and Gore—Arena provides a model you can follow to reinvent your company. It’s about inspiring employees to explore new ideas, empowering the most creative people and teams to spread their ideas across the organization, and operationalizing the entrepreneurial spirit so adaptability is set in stone. Hesitation is a killer in today’s business landscape. With Adaptive Space, you have everything you need to confront disruption with smart, confident actions and seize the valuable opportunities that come with change.
Publisher: McGraw Hill Professional
ISBN: 1260118037
Category : Business & Economics
Languages : en
Pages : 289
Book Description
Lack of Agility is the kiss of death. Position your company to succeed in world of change.To edge out the competition in today’s disruptive environment, you need to ensure that your company is agile—that it can respond to change instantly and effectively. Because fast and furious change is the only thing you can count on in business today.Network expert Michael Arena helped enable GM’s legendary turnaround. In these pages, he explains how you can transform your own company through the concept of adaptive space. Based on hundreds of interviews and the author’s own groundbreaking study of dozens of organizations spanning a variety of industries, Adaptive Space shows how to position your company for today—and for the future—by enabling creativity, innovation, and novel ideas to flow freely among teams, across departments, and throughout the company. Using GM as the main case study—along with the stories of other highly adaptive organizations, like Apple, Amazon, Disney, and Gore—Arena provides a model you can follow to reinvent your company. It’s about inspiring employees to explore new ideas, empowering the most creative people and teams to spread their ideas across the organization, and operationalizing the entrepreneurial spirit so adaptability is set in stone. Hesitation is a killer in today’s business landscape. With Adaptive Space, you have everything you need to confront disruption with smart, confident actions and seize the valuable opportunities that come with change.
Corporate Agility
Author: Charles E. Grantham
Publisher: AMACOM/American Management Association
ISBN: 9780814400678
Category : Business & Economics
Languages : en
Pages : 314
Book Description
"As the leaders of the Work Design Collaborative, authors Charles Grantham and Jim Ware have helped some of the world's top companies become more productive. In Corporate Agility, they share the results of their ground-breaking five-year research project and the forward-thinking strategies that have grown out of this new knowledge. This is the first book to show companies the practical applications for staying competitive in a global economy."--Jacket.
Publisher: AMACOM/American Management Association
ISBN: 9780814400678
Category : Business & Economics
Languages : en
Pages : 314
Book Description
"As the leaders of the Work Design Collaborative, authors Charles Grantham and Jim Ware have helped some of the world's top companies become more productive. In Corporate Agility, they share the results of their ground-breaking five-year research project and the forward-thinking strategies that have grown out of this new knowledge. This is the first book to show companies the practical applications for staying competitive in a global economy."--Jacket.
Agile Actors on Complex Terrains
Author: Graham Room
Publisher: Routledge
ISBN: 1317338057
Category : Health & Fitness
Languages : en
Pages : 253
Book Description
This book assesses the value and relevance of the literature on complex systems to policy-making, contributing to both social theory and policy analysis. For this purpose it develops two key ideas: agile action and transformative realism. The book takes some major themes from complexity science, presents them in a clear and accessible manner and applies them to core problems in sociological theory and policy analysis. Combining complexity science with perspectives from institutionalism and political economy, this book is the first to integrate these fields conceptually, methodologically and in terms of the implications for policy analysis and practice. Room shows how the models and methods of social and complexity science can be jointly deployed and applied to empirical areas of public policy. He demonstrates how complexity science can provide insight into the nonlinear dynamics of the social world, but why these need to be understood by reference to the unequal distribution of power and advantage. Among the sociological debates with which the book engages are those concerned with causation and explanation, rational action and positional competition, and the place of evolutionary concepts in accounts of social change. Among the policy debates are those concerned with evidence and policy, the dynamics of inequality, and libertarian paternalism. The book will appeal to final year undergraduates and postgraduate students in social sciences; scholars in social and policy studies broadly defined; policy-makers who want to go beyond conventional discussions of evidence-based policy-making and cross-national lesson-drawing, and consider how to approach complex and turbulent policy terrains; and a wider range of scholars in other disciplines where complexity science is already well developed.
Publisher: Routledge
ISBN: 1317338057
Category : Health & Fitness
Languages : en
Pages : 253
Book Description
This book assesses the value and relevance of the literature on complex systems to policy-making, contributing to both social theory and policy analysis. For this purpose it develops two key ideas: agile action and transformative realism. The book takes some major themes from complexity science, presents them in a clear and accessible manner and applies them to core problems in sociological theory and policy analysis. Combining complexity science with perspectives from institutionalism and political economy, this book is the first to integrate these fields conceptually, methodologically and in terms of the implications for policy analysis and practice. Room shows how the models and methods of social and complexity science can be jointly deployed and applied to empirical areas of public policy. He demonstrates how complexity science can provide insight into the nonlinear dynamics of the social world, but why these need to be understood by reference to the unequal distribution of power and advantage. Among the sociological debates with which the book engages are those concerned with causation and explanation, rational action and positional competition, and the place of evolutionary concepts in accounts of social change. Among the policy debates are those concerned with evidence and policy, the dynamics of inequality, and libertarian paternalism. The book will appeal to final year undergraduates and postgraduate students in social sciences; scholars in social and policy studies broadly defined; policy-makers who want to go beyond conventional discussions of evidence-based policy-making and cross-national lesson-drawing, and consider how to approach complex and turbulent policy terrains; and a wider range of scholars in other disciplines where complexity science is already well developed.
Agility Shift
Author: Pamela Meyer
Publisher: Routledge
ISBN: 1351862405
Category : Business & Economics
Languages : en
Pages : 187
Book Description
As contrary as it sounds, "planning" -- as we traditionally understand the term--can be the worst thing a company can do. Consider that volatile weather events disrupt trusted supply chains, markets, and promised delivery schedules. Ever-shifting geo-political tensions, as well as internal political upheaval within U.S. and global governments, derail long-planned new ventures. Technology failures block opportunities. Competitors suddenly change their product or release date; your team cannot meet the pace of innovations in your market niche, leaving you sidelined. There are myriad ways in the current business environment for a company's well-considered business plans to go awry. Most business schools continue to prepare managers to be effective in stable and predictable environments, conditions that, if they ever existed at all, are long gone. The Agility Shift shows business leaders exactly how to make the radical mindset and strategy shift necessary to create an agile, entrepreneurial organization that can innovate and thrive in complex, ever-changing contexts. As author Pamela Meyer explains, there is much more involved than a reconfiguration of the org chart and job descriptions. It requires relinquishing the illusion of control at the very foundation of most management training and business practice. Despite most leaders' approaches, "Agility is not simply accelerated planning." Unlike many agility books on the market, The Agility Shift provides specific, actionable strategies and tactics for leaders at all levels of the organization to put into practice immediately to improve agility and achieve results.
Publisher: Routledge
ISBN: 1351862405
Category : Business & Economics
Languages : en
Pages : 187
Book Description
As contrary as it sounds, "planning" -- as we traditionally understand the term--can be the worst thing a company can do. Consider that volatile weather events disrupt trusted supply chains, markets, and promised delivery schedules. Ever-shifting geo-political tensions, as well as internal political upheaval within U.S. and global governments, derail long-planned new ventures. Technology failures block opportunities. Competitors suddenly change their product or release date; your team cannot meet the pace of innovations in your market niche, leaving you sidelined. There are myriad ways in the current business environment for a company's well-considered business plans to go awry. Most business schools continue to prepare managers to be effective in stable and predictable environments, conditions that, if they ever existed at all, are long gone. The Agility Shift shows business leaders exactly how to make the radical mindset and strategy shift necessary to create an agile, entrepreneurial organization that can innovate and thrive in complex, ever-changing contexts. As author Pamela Meyer explains, there is much more involved than a reconfiguration of the org chart and job descriptions. It requires relinquishing the illusion of control at the very foundation of most management training and business practice. Despite most leaders' approaches, "Agility is not simply accelerated planning." Unlike many agility books on the market, The Agility Shift provides specific, actionable strategies and tactics for leaders at all levels of the organization to put into practice immediately to improve agility and achieve results.
Scaling Software Agility
Author: Dean Leffingwell
Publisher: Pearson Education
ISBN: 0321630068
Category : Computers
Languages : en
Pages : 635
Book Description
“Companies have been implementing large agile projects for a number of years, but the ‘stigma’ of ‘agile only works for small projects’ continues to be a frequent barrier for newcomers and a rallying cry for agile critics. What has been missing from the agile literature is a solid, practical book on the specifics of developing large projects in an agile way. Dean Leffingwell’s book Scaling Software Agility fills this gap admirably. It offers a practical guide to large project issues such as architecture, requirements development, multi-level release planning, and team organization. Leffingwell’s book is a necessary guide for large projects and large organizations making the transition to agile development.” —Jim Highsmith, director, Agile Practice, Cutter Consortium, author of Agile Project Management “There’s tension between building software fast and delivering software that lasts, between being ultra-responsive to changes in the market and maintaining a degree of stability. In his latest work, Scaling Software Agility, Dean Leffingwell shows how to achieve a pragmatic balance among these forces. Leffingwell’s observations of the problem, his advice on the solution, and his description of the resulting best practices come from experience: he’s been there, done that, and has seen what’s worked.” —Grady Booch, IBM Fellow Agile development practices, while still controversial in some circles, offer undeniable benefits: faster time to market, better responsiveness to changing customer requirements, and higher quality. However, agile practices have been defined and recommended primarily to small teams. In Scaling Software Agility, Dean Leffingwell describes how agile methods can be applied to enterprise-class development. Part I provides an overview of the most common and effective agile methods. Part II describes seven best practices of agility that natively scale to the enterprise level. Part III describes an additional set of seven organizational capabilities that companies can master to achieve the full benefits of software agility on an enterprise scale. This book is invaluable to software developers, testers and QA personnel, managers and team leads, as well as to executives of software organizations whose objective is to increase the quality and productivity of the software development process but who are faced with all the challenges of developing software on an enterprise scale.
Publisher: Pearson Education
ISBN: 0321630068
Category : Computers
Languages : en
Pages : 635
Book Description
“Companies have been implementing large agile projects for a number of years, but the ‘stigma’ of ‘agile only works for small projects’ continues to be a frequent barrier for newcomers and a rallying cry for agile critics. What has been missing from the agile literature is a solid, practical book on the specifics of developing large projects in an agile way. Dean Leffingwell’s book Scaling Software Agility fills this gap admirably. It offers a practical guide to large project issues such as architecture, requirements development, multi-level release planning, and team organization. Leffingwell’s book is a necessary guide for large projects and large organizations making the transition to agile development.” —Jim Highsmith, director, Agile Practice, Cutter Consortium, author of Agile Project Management “There’s tension between building software fast and delivering software that lasts, between being ultra-responsive to changes in the market and maintaining a degree of stability. In his latest work, Scaling Software Agility, Dean Leffingwell shows how to achieve a pragmatic balance among these forces. Leffingwell’s observations of the problem, his advice on the solution, and his description of the resulting best practices come from experience: he’s been there, done that, and has seen what’s worked.” —Grady Booch, IBM Fellow Agile development practices, while still controversial in some circles, offer undeniable benefits: faster time to market, better responsiveness to changing customer requirements, and higher quality. However, agile practices have been defined and recommended primarily to small teams. In Scaling Software Agility, Dean Leffingwell describes how agile methods can be applied to enterprise-class development. Part I provides an overview of the most common and effective agile methods. Part II describes seven best practices of agility that natively scale to the enterprise level. Part III describes an additional set of seven organizational capabilities that companies can master to achieve the full benefits of software agility on an enterprise scale. This book is invaluable to software developers, testers and QA personnel, managers and team leads, as well as to executives of software organizations whose objective is to increase the quality and productivity of the software development process but who are faced with all the challenges of developing software on an enterprise scale.
Agile Methods. Large-Scale Development, Refactoring, Testing, and Estimation
Author: Torgeir Dingsøyr
Publisher: Springer
ISBN: 3319143581
Category : Computers
Languages : en
Pages : 219
Book Description
This book constitutes the refereed proceedings of three international workshops held in Rome, Italy, in conjunction with the 15th International Conference on Agile Software Development, XP 2014, in May 2014. The workshops comprised Principles of Large-Scale Agile Development, Refactoring & Testing (RefTest 2014), and Estimations in the 21st Century Software Engineering (EstSE21 2014). The 13 revised full papers presented were carefully reviewed and selected from 28 submissions. In addition, an introduction and a keynote paper are included.
Publisher: Springer
ISBN: 3319143581
Category : Computers
Languages : en
Pages : 219
Book Description
This book constitutes the refereed proceedings of three international workshops held in Rome, Italy, in conjunction with the 15th International Conference on Agile Software Development, XP 2014, in May 2014. The workshops comprised Principles of Large-Scale Agile Development, Refactoring & Testing (RefTest 2014), and Estimations in the 21st Century Software Engineering (EstSE21 2014). The 13 revised full papers presented were carefully reviewed and selected from 28 submissions. In addition, an introduction and a keynote paper are included.
Global Sourcing of Digital Services: Micro and Macro Perspectives
Author: Ilan Oshri
Publisher: Springer
ISBN: 3319703056
Category : Business & Economics
Languages : en
Pages : 170
Book Description
This book constitutes revised selected papers from the 11th international Global Sourcing Workshop 2017, held in La Thuile, Italy, in February 2017. The 10 contributions included were carefully reviewed and selected from 45 submissions. The book offers a review of the key topics in sourcing of services, populated with practical frameworks that serve as a tool kit to students and managers. The range of topics covered in this book is wide and diverse, offering micro and macro perspectives on successful sourcing of services. Case studies from various organizations, industries and countries are used extensively throughout the book, giving it a unique position within the current literature offering.
Publisher: Springer
ISBN: 3319703056
Category : Business & Economics
Languages : en
Pages : 170
Book Description
This book constitutes revised selected papers from the 11th international Global Sourcing Workshop 2017, held in La Thuile, Italy, in February 2017. The 10 contributions included were carefully reviewed and selected from 45 submissions. The book offers a review of the key topics in sourcing of services, populated with practical frameworks that serve as a tool kit to students and managers. The range of topics covered in this book is wide and diverse, offering micro and macro perspectives on successful sourcing of services. Case studies from various organizations, industries and countries are used extensively throughout the book, giving it a unique position within the current literature offering.
Agile Data Science
Author: Russell Jurney
Publisher: "O'Reilly Media, Inc."
ISBN: 1449326919
Category : Computers
Languages : en
Pages : 269
Book Description
Mining big data requires a deep investment in people and time. How can you be sure you’re building the right models? With this hands-on book, you’ll learn a flexible toolset and methodology for building effective analytics applications with Hadoop. Using lightweight tools such as Python, Apache Pig, and the D3.js library, your team will create an agile environment for exploring data, starting with an example application to mine your own email inboxes. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps. Create analytics applications by using the agile big data development methodology Build value from your data in a series of agile sprints, using the data-value stack Gain insight by using several data structures to extract multiple features from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future, and translate predictions into action Get feedback from users after each sprint to keep your project on track
Publisher: "O'Reilly Media, Inc."
ISBN: 1449326919
Category : Computers
Languages : en
Pages : 269
Book Description
Mining big data requires a deep investment in people and time. How can you be sure you’re building the right models? With this hands-on book, you’ll learn a flexible toolset and methodology for building effective analytics applications with Hadoop. Using lightweight tools such as Python, Apache Pig, and the D3.js library, your team will create an agile environment for exploring data, starting with an example application to mine your own email inboxes. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps. Create analytics applications by using the agile big data development methodology Build value from your data in a series of agile sprints, using the data-value stack Gain insight by using several data structures to extract multiple features from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future, and translate predictions into action Get feedback from users after each sprint to keep your project on track