Download or read book Agile Analytics written by Ken Collier and published by Addison-Wesley. This book was released on 2012 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Agile methods, you can bring far greater innovation, value, and quality to any data warehousing (DW), business intelligence (BI), or analytics project. However, conventional Agile methods must be carefully adapted to address the unique characteristics of DW/BI projects. In Agile Analytics, Agile pioneer Ken Collier shows how to do just that. Collier introduces platform-agnostic Agile solutions for integrating infrastructures consisting of diverse operational, legacy, and specialty systems that mix commercial and custom code. Using working examples, he shows how to manage analytics development teams with widely diverse skill sets and how to support enormous and fast-growing data volumes. Collier's techniques offer optimal value whether your projects involve "back-end" data management, "front-end" business analysis, or both. Part I focuses on Agile project management techniques and delivery team coordination, introducing core practices that shape the way your Agile DW/BI project community can collaborate toward success Part II presents technical methods for enabling continuous delivery of business value at production-quality levels, including evolving superior designs; test-driven DW development; version control; and project automation Collier brings together proven solutions you can apply right now--whether you're an IT decision-maker, data warehouse professional, database administrator, business intelligence specialist, or database developer. With his help, you can mitigate project risk, improve business alignment, achieve better results--and have fun along the way.
Download or read book Analytics written by Phil Simon and published by John Wiley & Sons. This book was released on 2017-07-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: For years, organizations have struggled to make sense out of their data. IT projects designed to provide employees with dashboards, KPIs, and business-intelligence tools often take a year or more to reach the finish line...if they get there at all. This has always been a problem. Today, though, it's downright unacceptable. The world changes faster than ever. Speed has never been more important. By adhering to antiquated methods, firms lose the ability to see nascent trends—and act upon them until it's too late. But what if the process of turning raw data into meaningful insights didn't have to be so painful, time-consuming, and frustrating? What if there were a better way to do analytics? Fortunately, you're in luck... Analytics: The Agile Way is the eighth book from award-winning author and Arizona State University professor Phil Simon. Analytics: The Agile Way demonstrates how progressive organizations such as Google, Nextdoor, and others approach analytics in a fundamentally different way. They are applying the same Agile techniques that software developers have employed for years. They have replaced large batches in favor of smaller ones...and their results will astonish you. Through a series of case studies and examples, Analytics: The Agile Way demonstrates the benefits of this new analytics mind-set: superior access to information, quicker insights, and the ability to spot trends far ahead of your competitors.
Download or read book Agile Analytics For Startups written by Mert Damlapinar and published by NLITX. This book was released on 2022-10-07 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: While you work hard building your startup, one of the biggest challenges you’ll face will be around your product’s ability to solve a big enough problem and its success in the market. Agile Analytics for Startups will help you navigate the complexity of early-stage business analytics, performance measurement, and the metrics that matter to your company. You can use the proven frameworks in this book to validate your product idea and the product/market fit, and understand your customers more granularly while you scale your business for automation. You can test and use many tools and solutions provided in the book and interact with different features of those solutions as you engage with other users of those products. This book will provide you with a step-by-step framework, examples and powerful solutions, from ideation to growth and all the way to scaling your business as you build your company with the power of analytics. -Agility is your advantage over large companies -Understand business analytics essentials and define how you will measure the success of your business early -Once you define your solution for “the problem” you tackle, validate your customer -Keep a short list of KPIs for the success of your product -Engage your customers throughout the development cycle -Product/market fit should happen before you go to market big -Keep testing your product, reiterate continuously -Know when to pivot as you modify and optimize your roadmap Be ready to speed up and maximize your output before the significant funding milestone(s)
Download or read book Agile Data Science written by Russell Jurney and published by "O'Reilly Media, Inc.". This book was released on 2013-10-15 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Actionable Agile Metrics for Predictability written by Daniel S. Vacanti and published by . This book was released on 2015-03-04 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: "When will it be done?" That is probably the first question your customers ask you once you start working on something for them. Think about how many times you have been asked that question. How many times have you ever actually been right? We can debate all we want whether this is a fair question to ask given the tremendous amount of uncertainty in knowledge work, but the truth of the matter is that our customers are going to inquire about completion time whether we like it or not. Which means we need to come up with an accurate way to answer them. The problem is that the forecasting tools that we currently utilize have made us ill-equipped to provide accurate answers to reasonable customer questions. Until now. Topics Include Why managing for flow is the best strategy for predictability-including an introduction to Little's Law and its implications for flow. A definition of the basic metrics of flow and how to properly visualize those metrics in analytics like Cumulative Flow Diagrams and Scatterplots. Why your process policies are the potentially the biggest reason that you are unpredictable.
Download or read book Lean Analytics written by Alistair Croll and published by "O'Reilly Media, Inc.". This book was released on 2024-02-23 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you're a startup founder trying to disrupt an industry or an entrepreneur trying to provoke change from within, your biggest challenge is creating a product people actually want. Lean Analytics steers you in the right direction. This book shows you how to validate your initial idea, find the right customers, decide what to build, how to monetize your business, and how to spread the word. Packed with more than thirty case studies and insights from over a hundred business experts, Lean Analytics provides you with hard-won, real-world information no entrepreneur can afford to go without. Understand Lean Startup, analytics fundamentals, and the data-driven mindset Look at six sample business models and how they map to new ventures of all sizes Find the One Metric That Matters to you Learn how to draw a line in the sand, so you'll know it's time to move forward Apply Lean Analytics principles to large enterprises and established products
Download or read book Agile Data Science 2 0 written by Russell Jurney and published by "O'Reilly Media, Inc.". This book was released on 2017-06-07 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll learn an iterative approach that lets you quickly change the kind of analysis you’re doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. Build value from your data in a series of agile sprints, using the data-value pyramid Extract features for statistical models from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future via classification and regression Translate predictions into actions Get feedback from users after each sprint to keep your project on track
Download or read book Becoming an Agile Software Architect written by Rajesh R V and published by Packt Publishing Ltd. This book was released on 2021-03-19 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to successfully operating in a lean-agile organization for solutions architects and enterprise architects Key FeaturesDevelop the right combination of processes and technical excellence to address architectural challengesExplore a range of architectural techniques to modernize legacy systemsDiscover how to design and continuously improve well-architected sustainable softwareBook Description Many organizations have embraced Agile methodologies to transform their ability to rapidly respond to constantly changing customer demands. However, in this melee, many enterprises often neglect to invest in architects by presuming architecture is not an intrinsic element of Agile software development. Since the role of an architect is not pre-defined in Agile, many organizations struggle to position architects, often resulting in friction with other roles or a failure to provide a clear learning path for architects to be productive. This book guides architects and organizations through new Agile ways of incrementally developing the architecture for delivering an uninterrupted, continuous flow of values that meets customer needs. You'll explore various aspects of Agile architecture and how it differs from traditional architecture. The book later covers Agile architects' responsibilities and how architects can add significant value by positioning themselves appropriately in the Agile flow of work. Through examples, you'll also learn concepts such as architectural decision backlog,the last responsible moment, value delivery, architecting for change, DevOps, and evolutionary collaboration. By the end of this Agile book, you'll be able to operate as an architect in Agile development initiatives and successfully architect reliable software systems. What you will learnAcquire clarity on the duties of architects in Agile developmentUnderstand architectural styles such as domain-driven design and microservicesIdentify the pitfalls of traditional architecture and learn how to develop solutionsUnderstand the principles of value and data-driven architectureDiscover DevOps and continuous delivery from an architect's perspectiveAdopt Lean-Agile documentation and governanceDevelop a set of personal and interpersonal qualitiesFind out how to lead the transformation to achieve organization-wide agilityWho this book is for This agile study guide is for architects currently working on agile development projects or aspiring to work on agile software delivery, irrespective of the methodology they are using. You will also find this book useful if you're a senior developer or a budding architect looking to understand an agile architect's role by embracing agile architecture strategies and a lean-agile mindset. To understand the concepts covered in this book easily, you need to have prior knowledge of basic agile development practices.
Download or read book Agile Workforce Planning written by Adam Gibson and published by Kogan Page. This book was released on 2021-01-26 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand how to continuously organize people, skills and resources to meet changing business needs and forecast for future workforce supply and demand.
Download or read book Agile Processes in Software Engineering and Extreme Programming written by Viktoria Stray and published by Springer Nature. This book was released on 2022-06-08 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the proceedings of the 23rd International Conference on Agile Software Development, XP 2022, which was held in Copenhagen, Denmark, in June 2022. XP is the premier agile software development conference combining research and practice. It is a unique forum where agile researchers, practitioners, thought leaders, coaches, and trainers get together to present and discuss their most recent innovations, research results, experiences, concerns, challenges, and trends. XP conferences provide an informal environment to learn and trigger discussions and welcome both people new to agile and seasoned agile practitioners. This year’s conference was held with the theme “Agile in the Era of Hybrid Work”. The 13 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: agile practices; agile processes; and agile in the large.
Download or read book Business Analytics written by Richard Vidgen and published by Bloomsbury Publishing. This book was released on 2019-09-28 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This exciting new textbook offers an accessible, business-focused overview of the key theoretical concepts underpinning modern data analytics. It provides engaging and practical advice on using the key software tools, including SAS Visual Analytics, R and DataRobot, that are used in organisations to help make effective data-driven decisions. Combining theory with hands-on practical examples, this essential text includes cutting edge coverage of new areas of interest including social media analytics, design thinking and the ethical implications of using big data. A wealth of learning features including exercises, cases, online resources and data sets help students to develop analytic problem-solving skills. With its management perspective on analytics and its coverage of a range of popular software tools, this is an ideal essential text for upper-level undergraduate, postgraduate and MBA students. It is also ideal for practitioners wanting to understand the broader organisational context of big data analysis and to engage critically with the tools and techniques of business analytics. Accompanying online resources for this title can be found at bloomsburyonlineresources.com/business-analytics. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
Download or read book Lean Project Management written by Philip Small and published by Philip Small. This book was released on 2022-02-20 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Is How The World's Top Tech Companies Manage Their Projects - Use Their Methods And Let Your Startup Thrive! This book includes: Lean Startup, Lean Enterprise, Lean Analytics, Agile Project Management, Lean Six Sigma, Kaizen Do you want to run your small business using the same strategies as the leaders in your field? Do you want to have a clear advantage over your competitors? Do you want your customers to be happy and eager to pay you even more? It's time to learn Lean. With Lean Project Management, you can create highquality products in less time. You can manage projects in a way that actually empowers and motivates your employees. Last but not least, your customers will LOVE working with you if your company uses Lean and Agile methods. This book will show you how to implement Lean methods in your startup and take it to the next level. With this book, you will: Learn the step-by-step process of managing Lean projects Maximize your team's productivity with Scrum Visualize your workflows with Kanban Understand Lean Six Sigma roles and management boards Explore The 5S system - pros and cons Use Lean Analytics to measure the things that matter Adopt the Kaizen mindset to encourage growth and positive change Grow and scale your thriving business! The Lean mindset is your key to maximum productivity and genuine leadership. It's your key to innovation and success (and making more money in the process). You can use it to manage everything from your personal projects to a thriving corporation - Lean is scalable, flexible, and empowering. In fact, Lean Project Management can be used in all fields and industries - so dive in and transform your business now! Get your hands on this book before your competitors do. Get Your Copy Now!
Download or read book Agile Project Management with Kanban written by Eric Brechner and published by Pearson Education. This book was released on 2015 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Kanban to maximize efficiency, predictability, quality, and value With Kanban, every minute you spend on a software project can add value for customers. One book can help you achieve this goal:Agile Project Management with Kanban. Author Eric Brechner pioneered Kanban within the Xbox engineering team at Microsoft. Now he shows you exactly how to make it work for your team. Think of this book as “Kanban in a box”: open it, read the quickstart guide, and you're up and running fast. As you gain experience, Brechner reveals powerful techniques for right-sizing teams, estimating, meeting deadlines, deploying components and services, transitioning from Scrum or traditional Waterfall, and more. For every step of your journey, you'll find pragmatic advice, useful checklists, and actionable lessons. This truly is “Kanban in a box”: all you need to deliver breakthrough value and quality. Use Kanban techniques to: Start delivering continuous value with your current team and project Master five quick steps for completing work backlogs Plan and staff new projects more effectively Minimize work in progress and quickly adjust to change Eliminate artificial meetings and prolonged stabilization Improve and enhance customer engagement Visualize workflow and fix revealed bottlenecks Drive quality upstream Integrate Kanban into large projects Optimize sustained engineering (contributed by James Waletzky) Expand Kanban beyond software development
Download or read book Analytics written by Phil Simon and published by John Wiley & Sons. This book was released on 2017-07-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: For years, organizations have struggled to make sense out of their data. IT projects designed to provide employees with dashboards, KPIs, and business-intelligence tools often take a year or more to reach the finish line...if they get there at all. This has always been a problem. Today, though, it's downright unacceptable. The world changes faster than ever. Speed has never been more important. By adhering to antiquated methods, firms lose the ability to see nascent trends—and act upon them until it's too late. But what if the process of turning raw data into meaningful insights didn't have to be so painful, time-consuming, and frustrating? What if there were a better way to do analytics? Fortunately, you're in luck... Analytics: The Agile Way is the eighth book from award-winning author and Arizona State University professor Phil Simon. Analytics: The Agile Way demonstrates how progressive organizations such as Google, Nextdoor, and others approach analytics in a fundamentally different way. They are applying the same Agile techniques that software developers have employed for years. They have replaced large batches in favor of smaller ones...and their results will astonish you. Through a series of case studies and examples, Analytics: The Agile Way demonstrates the benefits of this new analytics mind-set: superior access to information, quicker insights, and the ability to spot trends far ahead of your competitors.
Download or read book Agile and Business Analysis written by Lynda Girvan and published by BCS, The Chartered Institute for IT. This book was released on 2024-03-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agile is an approach to software development that focuses on iterative development and incremental delivery. For business analysts, adopting an Agile approach can revolutionise working practices. It enables a clear focus on customer needs and a basis for early delivery of new or enhanced software products. Now newly revised, this new edition reflects the latest developments in the Agile methodologies and provides a comprehensive introduction to Agile methodologies and techniques, and explains how they may be applied within the business analysis context. The book also extends the application of Agile to holistic business change. Written by industry experts, this new edition is ideal for any business analysts who wish to understand or extend their understanding of Agile practices, work in an Agile environment or undertake BCS Agile certifications.
Download or read book Managing the Smart Revolution in Tourism Firms written by Francisco J. Navarro-Meneses and published by CABI. This book was released on 2023-03-31 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart technologies are revolutionizing tourism, as they are having a profound impact on the way tourists behave and on how firms interact with them and create value. The increasing availability of real-time Big Data and the advances made in data analytics techniques, artificial intelligence, and IoT, has begun to transform tourism organizations in ways not previously considered, and in a lasting manner. This book delivers the latest and most relevant advances in the field of smart transformation and the management practices that can be put into practice to continue creating value in the years to come. Divided into four main parts and 23 chapters, it highlights the challenges that the Smart Revolution brings to tourism firms by providing updated knowledge on the literature, research, and experiences of the author. The book will also provide a guide for action to business leaders and those approaching the fundamentals of the Smart Revolution for the first time. It will also serve as a valuable text for undergraduate and graduate students on specialized courses in tourism, technology, and business transformation.
Download or read book Adoption framework in the development of data warehouse for business intelligence system sumber elektronis written by Salaki Reynaldo Joshua and published by Jakad Media Publishing. This book was released on with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:
