Book picks similar to
Product Analytics: Applied Data Science Techniques for Actionable Consumer Insights (Addison-Wesley Data & Analytics Series) by Joanne Rodrigues
data-science
product-management
data-analytics
data
Good Charts: The HBR Guide to Making Smarter, More Persuasive Data Visualizations
Scott Berinato - 2016
No longer. A new generation of tools and massive amounts of available data make it easy for anyone to create visualizations that communicate ideas far more effectively than generic spreadsheet charts ever could.What’s more, building good charts is quickly becoming a need-to-have skill for managers. If you’re not doing it, other managers are, and they’re getting noticed for it and getting credit for contributing to your company’s success.In Good Charts, dataviz maven Scott Berinato provides an essential guide to how visualization works and how to use this new language to impress and persuade. Dataviz today is where spreadsheets and word processors were in the early 1980s—on the cusp of changing how we work. Berinato lays out a system for thinking visually and building better charts through a process of talking, sketching, and prototyping.This book is much more than a set of static rules for making visualizations. It taps into both well-established and cutting-edge research in visual perception and neuroscience, as well as the emerging field of visualization science, to explore why good charts (and bad ones) create “feelings behind our eyes.” Along the way, Berinato also includes many engaging vignettes of dataviz pros, illustrating the ideas in practice.Good Charts will help you turn plain, uninspiring charts that merely present information into smart, effective visualizations that powerfully convey ideas.
One Click: Jeff Bezos and the Rise of Amazon.com
Richard L. Brandt - 2011
It can almost be summed up by the button on every page: "Buy now with one click."Why has Amazon been so successful? Much of it has to do with Jeff Bezos, the CEO and founder, whose unique combination of character traits and business strategy have driven Amazon to the top of the online retail world.Richard Brandt charts Bezos's rise from computer nerd to world- changing entrepreneur. His success can be credited to his forward-looking insights and ruthless business sense. Brandt explains: Why Bezos decided to allow negative product reviews, correctly guessing that the earned trust would outweigh possible lost sales. Why Amazon zealously guards some patents yet freely shares others. Why Bezos called becoming profitable the "dumbest" thing they could do in 1997. How Amazon.com became one of the only dotcoms to survive the bust of the early 2000s. Where the company is headed next.Through interviews with Amazon employees, competitors, and observers, Brandt has deciphered how Bezos makes decisions. The story of Amazon's ongoing evolution is a case study in how to reinvent an entire industry, and one that anyone in business today ignores at their peril.
The Membership Economy
Robbie Kellman Baxter - 2015
“As individuals grow frustrated with the burdens of owning, caring for and storing too much stuff, they are looking for ways to minimize that stress. They are also experiencing a need for meaningful connection and community.”The membership-based business is a problem-solver for both businesses and individuals. It spares people from the duties of ownership, and provides a feeling of commonality and affiliation. For businesses, it offers the opportunity to create a “forever customer” who remains loyal and participatory, even as the company shifts and changes. Membership allows for building direct relationships, and continuously generates a data stream that can be tapped for a variety of purposes.Ultimately, it provides the cache’ of belonging.
Product Roadmaps Relaunched: How to Set Direction while Embracing Uncertainty
C. Todd Lombardo - 2017
In fact, this one document can steer an entire organization when it comes to delivering on company strategy.
This practical guide teaches you how to create an effective product roadmap, and demonstrates how to use the roadmap to align stakeholders and prioritize ideas and requests. With it, you’ll learn to communicate how your products will make your customers and organization successful.
Whether you're a product manager, product owner, business analyst, program manager, project manager, scrum master, lead developer, designer, development manager, entrepreneur, or business owner, this book will show you how to:
Articulate an inspiring vision and goals for your product
Prioritize ruthlessly and scientifically
Protect against pursuing seemingly good ideas without evaluation and prioritization
Ensure alignment with stakeholders
Inspire loyalty and over-delivery from your team
Get your sales team working with you instead of against you
Bring a user and buyer-centric approach to planning and decision-making
Anticipate opportunities and stay ahead of the game
Publish a comprehensive roadmap without overcommitting
Thinking in Systems: A Primer
Donella H. Meadows - 2008
Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life.Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking.While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner.In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.
Accelerate: Building and Scaling High-Performing Technology Organizations
Nicole Forsgren - 2018
Through four years of groundbreaking research, Dr. Nicole Forsgren, Jez Humble, and Gene Kim set out to find a way to measure software delivery performance—and what drives it—using rigorous statistical methods. This book presents both the findings and the science behind that research. Readers will discover how to measure the performance of their teams, and what capabilities they should invest in to drive higher performance.
The Art Of Business Value
Mark Schwartz - 2016
But the Agile literature has paid scant attention to what business value means—and how to know whether or not you are delivering it. This problem becomes ever more critical as you push value delivery toward autonomous teams and away from requirements “tossed over the wall” by business stakeholders. An empowered team needs to understand its goal! Playful and thought-provoking, The Art of Business Value explores what business value means, why it matters, and how it should affect your software development and delivery practices. More than any other IT delivery approach, DevOps (and Agile thinking in general) makes business value a central concern. This book examines the role of business value in software and makes a compelling case for why a clear understanding of business value will change the way you deliver software. This book will make you think deeply about not only what it means to deliver value but also the relationship of the IT organization to the rest of the enterprise. It will give you the language to discuss value with the business, methods to cut through bureaucracy, and strategies for incorporating Agile teams and culture into the enterprise. Most of all, this book will startle you into new ways of thinking about the cutting-edge of Agile practice and where it may lead.
The Mobile Mind Shift: Engineer Your Business To Win in the Mobile Moment
Ted Schadler - 2014
What’s tomorrow’s weather? Is the flight on time? Where’s the nearest store, and is this product cheaper there? Whatever the question, the answer is on the phone. This Pavlovian response is the mobile mind shift — the expectation that I can get what I want, anytime, in my immediate context. Your new battleground for customers is this mobile moment — the instant in which your customer is seeking an answer. If you’re there for them, they’ll love you; if you’re not, you’ll lose their business. Both entrepreneurial companies like Dropbox and huge corporations like Nestlé are winning in that mobile moment. Are you?Based on 200 interviews with entrepreneurs and major companies across the globe, The Mobile Mind Shift is the first book to explain how you can exploit mobile moments. You’ll learn how to:• Find your customer’s most powerful mobile moments with a mobile moment audit.• Master the IDEA Cycle, the business discipline for exploiting mobile. Align your business and technology teams in four steps: Identify, Design, Engineer, Analyze.• Manufacture mobile moments as Krispy Kreme does — it sends a push notification when hot doughnuts are ready near you. Result: 500,000 app downloads, followed by a double-digit increase in same-store sales.• Turn one-time product sales into ongoing services and engagement, as the Nest thermostat does. And master new business models, as Philips and Uber do. Find ways to charge more and create indelible customer loyalty.• Transform your technology into systems of engagement. Engineer your business and technology systems to meet the ever-expanding demands of mobile. It’s how Dish Network not only increased the efficiency of its installers but also created new on-the-spot upsell opportunities.Mobile is rapidly shifting your customers into a new way of thinking. You’ll need your own mobile mind shift to respond.
The Google Story: Inside the Hottest Business, Media and Technology Success of Our Time
David A. Vise - 2005
The Google Story takes you deep inside the company's wild ride from an idea that struggled for funding in 1998 to a firm that rakes in billions in profits, making Brin and Page the wealthiest young men in America. Based on scrupulous research and extraordinary access to Google, this fast-moving narrative reveals how an unorthodox management style and culture of innovation enabled a search engine to shake up Madison Avenue and Wall Street, scoop up YouTube, and battle Microsoft at every turn. Not afraid of controversy, Google is expanding in Communist China and quietly working on a searchable genetic database, initiatives that test the founders' guiding mantra: DON'T BE EVIL.
Scaling Up: How a Few Companies Make It...and Why the Rest Don't (Rockefeller Habits 2.0)
Verne Harnish - 2014
Scaling Up: How a Few Companies Make It...and Why the Rest Don't is the first major revision of this business classic. In Scaling Up, Harnish and his team share practical tools and techniques for building an industry-dominating business. These approaches have been honed from over three decades of advising tens of thousands of CEOs and executives and helping them navigate the increasing complexities (and weight) that come with scaling up a venture. This book is written so everyone -- from frontline employees to senior executives -- can get aligned in contributing to the growth of a firm. There's no reason to do it alone, yet many top leaders feel like they are the ones dragging the rest of the organization up the S-curve of growth. The goal of this book is to help you turn what feels like an anchor into wind at your back -- creating a company where the team is engaged; the customers are doing your marketing; and everyone is making money. To accomplish this, Scaling Up focuses on the four major decision areas every company must get right: People, Strategy, Execution, and Cash. The book includes a series of new one-page tools including the updated One-Page Strategic Plan and the Rockefeller Habits ChecklistTM, which more than 40,000 firms around the globe have used to scale their companies successfully -- many to $1 billion and beyond. Running a business is ultimately about freedom. Scaling Up shows business leaders how to get their organizations moving in sync to create something significant and enjoy the ride.
Delivering Happiness: A Path to Profits, Passion, and Purpose
Tony Hsieh - 2010
You want to learn about the path I took that eventually led me to Zappos, and the lessons I learned along the way. You want to learn from all the mistakes we made at Zappos over the years so that your business can avoid making some of the same ones. You want to figure out the right balance of profits, passion, and purpose in business and in life. You want to build a long-term, enduring business and brand. You want to create a stronger company culture, which will make your employees and coworkers happier and create more employee engagement, leading to higher productivity. You want to deliver a better customer experience, which will make your customers happier and create more customer loyalty, leading to increased profits. You want to build something special. You want to find inspiration and happiness in work and in life. You ran out of firewood for your fireplace. This book makes an excellent fire-starter.
Gamestorming: A Playbook for Innovators, Rule-breakers, and Changemakers
Dave Gray - 2010
But creating an environment for creative thinking and innovation can be a daunting challenge. How can you make it happen at your company? The answer may surprise you: gamestorming.This book includes more than 80 games to help you break down barriers, communicate better, and generate new ideas, insights, and strategies. The authors have identified tools and techniques from some of the world's most innovative professionals, whose teams collaborate and make great things happen. This book is the result: a unique collection of games that encourage engagement and creativity while bringing more structure and clarity to the workplace. Find out why -- and how -- with Gamestorming.Overcome conflict and increase engagement with team-oriented gamesImprove collaboration and communication in cross-disciplinary teams with visual-thinking techniquesImprove understanding by role-playing customer and user experiencesGenerate better ideas and more of them, faster than ever beforeShorten meetings and make them more productiveSimulate and explore complex systems, interactions, and dynamicsIdentify a problem's root cause, and find the paths that point toward a solution
Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing
Ron Kohavi - 2020
This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for practitioners who want to improve the way they make data-driven decisions. Learn how to - Use the scientific method to evaluate hypotheses using controlled experiments - Define key metrics and ideally an Overall Evaluation Criterion - Test for trustworthiness of the results and alert experimenters to violated assumptions - Build a scalable platform that lowers the marginal cost of experiments close to zero - Avoid pitfalls like carryover effects and Twyman's law - Understand how statistical issues play out in practice.
Validating Product Ideas
Tomer Sharon - 2016
With step-by-step guidance, Validating Product Ideas shows you how to tackle the research to build the best possible product.