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 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 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 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 Data Curious written by Carl Allchin and published by "O'Reilly Media, Inc.". This book was released on 2023-07-14 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data has been a missing part of most academic curriculums for a long time, and we're all being affected. During challenging times, creating a data-informed culture can help you pivot quickly or prevent expensive missteps. Developing a data curious organization will take advantage of the burgeoning data resources available as a result of increasing digitalization. With this book, authors Carl Allchin and Sarah Nabelsi show today's business professionals how to become data empowered. These tech-savvy business professionals will learn data literacy fundamentals—from understanding the possibilities to asking the right questions. You'll discover how to make the right technology choices and avoid pitfalls that could put your career and company at risk. Discover what an agile, empowered, data-driven organization should look like Examine how to use data in new ways to help your business come to life Learn key terms and concepts around data management and analytics Understand the differences between spreadsheet analysis and a data analytics pipeline Get advice for working with data scientists and explore ways to mitigate the IT department's concerns
Download or read book Big Data Strategies for Agile Business written by Bhuvan Unhelkar and published by CRC Press. This book was released on 2017-09-13 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agile is a set of values, principles, techniques, and frameworks for the adaptable, incremental, and efficient delivery of work. Big Data is a rapidly growing field that encompasses crucial aspects of data such as its volume, velocity, variety, and veracity. This book outlines a strategic approach to Big Data that will render a business Agile. It discusses the important competencies required to streamline and focus on the analytics and presents a roadmap for implementing such analytics in business.
Download or read book Data Curious written by Joseph Stec and published by . This book was released on 2023-02-28 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the 2008 financial crisis, Starbucks avoided a potential tailspin by creatively leveraging advanced analytics. But rather than collaborate with centralized IT or analytics teams, the company used an analytics solution from tech-savvy business professionals to re-engage loyal patrons and capture a new generation of coffee lovers. With this book, author Joseph D. Stec shows today's business professionals how to set up teams to be data self-sufficient. These citizen data analysts will learn data literacy fundamentals, from understanding the possibilities to asking the right questions. You'll discover how to make the right technology choices and avoid pitfalls that could put your career and company at risk. Learn how to elicit insights from your data by becoming data literate Discover what an agile, empowered, data-driven organization should look like Examine how to use data in new ways to help make your business come to life Learn key terms and concepts around data management and analytics Understand the differences between spreadsheet analysis and a data analytics pipeline Get advice for working with data scientists, and explore ways to mitigate the IT department's concerns
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 Lean Analytics written by James Edge and published by . This book was released on 2020-01-05 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lean Analytics is an incredibly popular framework for getting the most out of your business. Using this framework, you'll be able to understand and master all of the data available to your business so you can build something that the market truly wants.
Download or read book Lean Startup Marketing Agile Product Development Business Model Design Web Analytics and Other Keys to Rapid Growth written by Sean Ellis and published by Hyperink Inc. This book was released on 2012-09-11 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: ABOUT THE BOOK Each new startup I help take to market offers many potential rewards, but there are risks too. The most obvious reward is the financial upside of equity in a successful company. But there are less tangible benefits like the thrill of being part of a team realizing the potential of their vision. Probably the most important long-term reward is that each startup success enhances my reputation and opens doors to additional startups with strong potential - while improving the skills I need to maximize these opportunities. This allows me to continue doing the most enjoyable "job" of my life. But the risks are very real. A startup in a bad space with a bad product won't be much fun to market - and I'll probably fail. And when the company flops, it will damage my reputation. Enough damage to my reputation and I'll have to figure out a new pursuit. Of course most people recognize that it's impossible to have a perfect startup record, but the opportunity cost of committing to the wrong startup means I won't have the bandwidth to take on a potentially hot company. Given these rewards and risks, I increasingly find myself evaluating opportunities with a VC-like diligence. I've created an opportunity assessment worksheet that identifies key risks in the business. The standard format makes it easier to compare opportunities. One of the biggest risks of any business is the inability to raise capital, so early on, I set the requirement that I'll only work with companies that have recently raised a series A or large seed round. A very good VC can also help improve the odds, as they've achieved a better track record with their historical picks (and many would argue their "added value"). Beyond general business risks, I obviously need to be confident that it is a marketable business and one on which I can make a meaningful impact. The ideal category is what I refer to as a "disruptor" startup. These are businesses that enter an existing category with a breakthrough feature or very disruptive pricing model. My iterative, metrics driven marketing approach is perfect for helping these types of businesses discover their ideal market, differentiate appropriately and identify viable customer acquisition drivers. EXCERPT FROM THE BOOK Demand Harvesting - The Easiest Driver For Startups I always begin a new startup marketing assignment by looking for any untapped existing demand. Demand harvesting is much easier than demand creation - and it has a faster sales cycle. You don't have to convince someone they need your category of product, you just need to be easier to find/buy and have a better value proposition than the other guys. The first question to ask is "where would someone seek my product category?" Twenty years ago the most obvious answer would have been the yellow pages, but today it is Google. A lot of information has been published on getting the most out of SEO or SEM and there are also many experts you can tap in this area. Beyond Google, I've found it is helpful to survey existing users for other places they would potentially look. It's great news when discover healthy demand for your product category. The next step is to analyze the solutions competing for that demand. The best situation is to discover heavy unmet demand and no competition. That is about as likely as winning the lottery, so don't count on it. More realistically, there will be a few companies with varying offers competing for that demand. In this case, you should hope for weak execution from these existing competitors. If you can be significantly more effective at extracting money from each prospect, you can afford a more prominent promotion at the initial point of connection and begin capturing market share. Buy the book to read more! CHAPTER OUTLINE ...and much more
Download or read book Agile by Design written by Rachel Alt-Simmons and published by John Wiley & Sons. This book was released on 2015-09-14 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Achieve greater success by increasing the agility of analytics lifecycle management Agile by Design offers the insight you need to improve analytic lifecycle management while integrating the right analytics projects into different frameworks within your business. You will explore, in-depth, what analytics projects are and why they are set apart from traditional development initiatives. Beyond merely defining analytics projects, Agile by Design equips you with the information you need to apply agile methodologies in a way that tailors your approach to individual initiatives—and the needs of your projects and team. Lifecycle management is a complex subject area, and with the increasingly important integration of analytics into multiple facets of business models, understanding how to use agile tools while managing a product lifecycle is essential to maintaining a competitive edge in today's professional world. Gain an understanding of the principles, processes, and practices associated with effective analytic lifecycle management Discover techniques that will enable you to successfully initiate, plan, and execute analytic development projects with an eye for the opportunity to engage agile methodologies Understand agile development frameworks Identify which agile methodologies are best for different frameworks—and how to apply them throughout the analytic development lifecycle With analytics becoming increasingly important in today's business world, you need to understand and apply agile methodologies in order to meet rising standards of efficiency and effectiveness. Agile by Design is the perfect reference for project managers, CFOs, IT managers, and marketing managers who want to cultivate a relevant, forward-thinking lifecycle management style.
Download or read book The Agile Guide to Business Analysis and Planning written by Howard Podeswa and published by Addison-Wesley Professional. This book was released on 2021-04-05 with total page 1163 pages. Available in PDF, EPUB and Kindle. Book excerpt: How Product Owners and Business Analysts can maximize the value delivered to stakeholders by integrating BA competencies with agile methodologies "This book will become a staple reference that both product owners and business analysis practitioners should have by their side." -- From the Foreword by Alain Arseneault, former IIBA Acting President & CEO "[This book] is well organized in bite-sized chunks and structured for ready access to the essential concepts, terms, and practices that can help any agile team be more successful." -- Karl Wiegers The Agile Guide to Business Analysis and Planning provides practical guidance for eliminating unnecessary errors and delays in agile product development through effective planning, backlog refinement and acceptance criteria specification ---with hard-to-find advice on how and when to analyze the context for complex changes within an agile approach---including when to use Journey Maps, Value Stream Mapping, Personas, Story Maps, BPMN, Use Cases and other UML models. Renowned author and consultant Howard Podeswa teaches best practices drawn from agile and agile-adjacent frameworks, including ATDD, BDD, DevOps, CI/CD, Kanban, Scrum, SAFe, XP, Lean Thinking, Lean Startup, Circumstance-Based Market Segmentation, and theories of disruptive innovation. He offers a comprehensive agile roadmap for analyzing customer needs and planning product development, including discussion of legacy business analysis tools that still offer immense value to agile teams. Using a running case study, Podeswa walks through the full agile product lifecycle, from visioning through release and continuous value delivery. You learn how to carry out agile analysis and planning responsibilities more effectively, using tools such as Kano analysis, minimum viable products (MVPs), minimum marketable features (MMFs), story maps, product roadmaps, customer journey mapping, value stream mapping, spikes, and the definition of ready (DoR). Podeswa presents each technique in context: what you need to know and when to apply each tool. Read this book to Master principles, frameworks, concepts, and practices of agile analysis and planning in order to maximize value delivery throughout the product's lifecycle Explore planning and analysis for short-term, long-term, and scaled agile initiatives using MVPs and data-informed learning to test hypotheses and find high-value features Split features into MMFs and small stories that deliver significant value and enable quick wins Refine, estimate, and specify features, stories, and their acceptance criteria, following ATDD/BDD guidance Address the unique analysis and planning challenges of scaled agile organizations Implement 13 practices for optimizing enterprise agility Supported by 175+ tools, techniques, examples, diagrams, templates, checklists, and other job aids, this book is a complete toolkit for every practitioner. Whatever your role, you'll find indispensable guidance on agile planning and analysis responsibilities so you can help your organization respond more nimbly to a fast-changing environment. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Download or read book AGILE ANALYTICS written by REYNALDO JOSHUA SALAKI (TP044173). and published by . This book was released on 2017 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Business Intelligence and Agile Methodologies for Knowledge Based Organizations Cross Disciplinary Applications written by Rahman El Sheikh, Asim Abdel and published by IGI Global. This book was released on 2011-09-30 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business intelligence applications are of vital importance as they help organizations manage, develop, and communicate intangible assets such as information and knowledge. Organizations that have undertaken business intelligence initiatives have benefited from increases in revenue, as well as significant cost savings.Business Intelligence and Agile Methodologies for Knowledge-Based Organizations: Cross-Disciplinary Applications highlights the marriage between business intelligence and knowledge management through the use of agile methodologies. Through its fifteen chapters, this book offers perspectives on the integration between process modeling, agile methodologies, business intelligence, knowledge management, and strategic management.
Download or read book Analytics of Life written by Mert Damlapinar and published by NLITX. This book was released on 2019-11-11 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytics of Life provides the reader with a broad overview of the field of data analytics and artificial intelligence. It provides the layperson an understanding of the various stages of artificial intelligence, the risks and powerful benefits. And it provides a way to look at big data and machine learning that enables us to make the most of this exciting new realm of technology in our day-to-day jobs and our small businesses. Questions you can find answers* * What is artificial intelligence (AI)? * What is the difference between AI, machine learning and data analytics? * Which jobs AI will replace, which jobs are safe from data analytics revolution? * Why data analytics is the best career move? * How can I apply data analytics in my job or small business? Who is this book for? * Managers and business professionals * Marketers, product managers, and business strategists * Entrepreneurs, founders and startups team members * Consultants, advisors and educators * Almost anybody who has an interest in the future According to an article by Cade Metz in The New York Times, "Researchers say computer systems are learning from lots and lots of digitized books and news articles that could bake old attitudes into new technology." Oxford University professor Nick Bostrom argues that if machine brains surpassed human brains in general intelligence, then this new superintelligence could become extremely powerful - possibly beyond our control. MIT professor Max Tegmark describes and illuminates the recent, ground-breaking advances in Artificial Intelligence and how it might overtake human intelligence. As Oxford University economist Daniel Susskind points out, technological progress could bring about unprecedented prosperity, solving one of humanity's oldest problems: how to make sure that everyone has enough to live on. Distinguished AI researcher and professor of computer science at UC Berkeley, Russell Stuart suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Industry experts claim that AI will have a negative impact on blue-collar jobs, but Mert predicts that Americans and Europeans will experience a strong impact on white-collar jobs as well. And Mert also provides research results and a clear description of which jobs will be affected and how soon, which jobs could be enhanced with AI. Analytics of Life also provides solutions and insight into some of the most profound changes to come in human history.
Download or read book Think Agile written by Taffy Williams and published by Amacom. This book was released on 2014-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The difference between businesses who are closing up shop and those who are finding new success boils down to one thing . . . agility. How agile is your company?
Download or read book The Sentient Enterprise written by Oliver Ratzesberger and published by John Wiley & Sons. This book was released on 2017-10-16 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mohan and Oliver have been very fortunate to have intimate views into the data challenges that face the largest organizations and institutions across every possible industry—and what they have been hearing about for some time is how the business needs to use data and analytics to their advantage. They continually hear the same issues, such as: We're spending valuable meeting time wondering why everyone's data doesn't match up. We can't leverage our economies of scale while remaining agile with data. We need self-serve apps that let the enterprise experiment with data and accelerate the development process. We need to get on a more predictive curve to ensure long-term success. To really address the data concerns of today's enterprise, they wanted to find a way to help enterprises achieve the success they seek. Not as a prescriptive process—but a methodology to become agile and leverage data and analytics to drive a competitive advantage. You know, it's amazing what can happen when two people with very different perspectives get together to solve a big problem. This evolutionary guide resulted from the a-ha moment between these two influencers at the top of their fields—one, an academic researcher and consultant, and the other, a longtime analytics practitioner and chief product officer at Teradata. Together, they created a powerful framework every type of business can use to connect analytic power, business practices, and human dynamics in ways that can transform what is currently possible.
