Agile Analytics For Startups

Agile Analytics For Startups

Author: Mert Damlapinar

Publisher: NLITX

Published: 2022-10-07

Total Pages: 311

ISBN-13:

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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)


Book Synopsis Agile Analytics For Startups by : Mert Damlapinar

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)


Agile Analytics

Agile Analytics

Author: Ken Collier

Publisher: Addison-Wesley

Published: 2012

Total Pages: 368

ISBN-13: 032150481X

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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.


Book Synopsis Agile Analytics by : Ken Collier

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.


Lean Analytics

Lean Analytics

Author: Alistair Croll

Publisher: "O'Reilly Media, Inc."

Published: 2024-02-23

Total Pages: 403

ISBN-13: 1098168151

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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


Book Synopsis Lean Analytics by : Alistair Croll

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


Analytics

Analytics

Author: Phil Simon

Publisher: John Wiley & Sons

Published: 2017-07-05

Total Pages: 304

ISBN-13: 1119423473

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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.


Book Synopsis Analytics by : Phil Simon

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.


Agile Business

Agile Business

Author: Bob Gower

Publisher: Rally Software

Published: 2013-05-01

Total Pages: 260

ISBN-13: 9781939337535

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An introduction to Agile development from a business perspective. This book contains practical real-world advice from over 30 coaches, executives, developers and managers who are actively using Agile in their organizations and helping others achieve Agility.


Book Synopsis Agile Business by : Bob Gower

Download or read book Agile Business written by Bob Gower and published by Rally Software. This book was released on 2013-05-01 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to Agile development from a business perspective. This book contains practical real-world advice from over 30 coaches, executives, developers and managers who are actively using Agile in their organizations and helping others achieve Agility.


Data Curious

Data Curious

Author: Joseph Stec

Publisher:

Published: 2023-02-28

Total Pages: 125

ISBN-13: 9781492097914

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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


Book Synopsis Data Curious by : Joseph Stec

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


Lean Startup Marketing: Agile Product Development, Business Model Design, Web Analytics, and Other Keys to Rapid Growth

Lean Startup Marketing: Agile Product Development, Business Model Design, Web Analytics, and Other Keys to Rapid Growth

Author: Sean Ellis

Publisher: Hyperink Inc

Published: 2012-09-11

Total Pages: 192

ISBN-13: 1614645736

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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


Book Synopsis Lean Startup Marketing: Agile Product Development, Business Model Design, Web Analytics, and Other Keys to Rapid Growth by : Sean Ellis

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


Lean Analytics

Lean Analytics

Author: James Edge

Publisher:

Published: 2020-01-05

Total Pages: 94

ISBN-13: 9781647483500

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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.


Book Synopsis Lean Analytics by : James Edge

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.


Big Data Strategies for Agile Business

Big Data Strategies for Agile Business

Author: Bhuvan Unhelkar

Publisher: CRC Press

Published: 2017-09-13

Total Pages: 503

ISBN-13: 1351646540

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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.


Book Synopsis Big Data Strategies for Agile Business by : Bhuvan Unhelkar

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 503 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.


AGILE ANALYTICS

AGILE ANALYTICS

Author: REYNALDO JOSHUA SALAKI (TP044173).

Publisher:

Published: 2017

Total Pages: 149

ISBN-13:

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Book Synopsis AGILE ANALYTICS by : REYNALDO JOSHUA SALAKI (TP044173).

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: