Book picks similar to
Analytics at Work: Smarter Decisions, Better Results by Thomas H. Davenport
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data-science
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The Captain Class: The Hidden Force that Creates the World's Greatest Teams
Sam Walker - 2016
It's not the star.It's not money. It's not a strategy.It's something else entirely.Several years ago, Sam Walker set out to answer one of the most hotly debated questions in sports: What are the greatest teams of all time? He devised a formula, then applied it to thousands of teams from leagues all over the world, from the NBA to the English Premier League to Olympic field hockey. When he was done, he had a list of the sixteen most dominant teams in history. At that point, he became obsessed with another, more complicated question: What did these freak teams have in common?As Walker dug into their stories, a pattern emerged: Each team had the same type of captain--a singular leader with an unconventional skill set who drove it to achieve sustained, historic greatness.Fueled by a lifetime of sports spectating, twenty years of reporting, and a decade of painstaking research, The Captain Class tells the surprising story of what makes teams exceptional. Drawing on original interviews with athletes from two dozen countries, as well as general managers, coaches, executives, and others skilled at building teams, Walker identifies the seven core qualities of this Captain Class--from extreme doggedness and emotional control to a knack for nonverbal communication to tactical aggression and the courage to stand apart.Told through riveting accounts of some of the most pressure-soaked moments in sports history--from Bill Russell's legendary "Coleman Play" in the 1957 NBA Finals to Barcelona's "Figo Game" against Real Madrid in 2000--The Captain Class doesn't just bring these events to life; it presents a fresh, counterintuitive take on leadership that can be applied to a wide spectrum of competitive disciplines.The men and women who make up the Captain Class were never the most skilled athletes, nor were they gifted orators or paragons of sportsmanship. They were often role players who were allergic to the spotlight. In short, the seven attributes they shared challenge your assumptions of what inspired leadership looks like.
42 Rules of Product Management: Learn the Rules of Product Management from Leading Experts "From" Around the World
Brian Lawley - 2010
The goal of this book is to expose you to the wisdom and knowledge from a group of the world's leading product management experts. Among the contributors, there are leading authors, professors, CEOs and vice presidents, bloggers, consultants, trainers, and even a few salespeople and engineers. In total, there are over five centuries of collected wisdom represented here.The contributors each share one rule they think is critical to succeed in product management based on their hands-on product management and product marketing experience with companies such as Apple, eBay, Intuit, SAP, and Yahoo!.Packed with pearls of product management wisdom, this book has something for everyone. You will learn: How to focus on market needs, not just individual requests How to clarify your product positioning before your next big decision How to align your product strategy with company strategy and then sell it Why agility is the key to product management success Why great execution trumps a great product ideaBest of all, it was written with the busy product manager in mind. Each rule is kept to two pages and designed to stand-on its own. The rules can be read in any order. In less than five minutes a day, you can learn from forty of the best product managers in the world. Whether you are a seasoned and experienced product manager or are just starting out, the "42 Rules of Product Management" will help you lead with greater effectiveness and influence.
Data Smart: Using Data Science to Transform Information into Insight
John W. Foreman - 2013
Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.
Good to Great: Why Some Companies Make the Leap... and Others Don't
James C. Collins - 2001
The findings will surprise many readers and, quite frankly, upset others.The ChallengeBuilt to Last, the defining management study of the nineties, showed how great companies triumph over time and how long-term sustained performance can be engineered into the DNA of an enterprise from the very beginning. But what about the company that is not born with great DNA? How can good companies, mediocre companies, even bad companies achieve enduring greatness? The StudyFor years, this question preyed on the mind of Jim Collins. Are there companies that defy gravity and convert long-term mediocrity or worse into long-term superiority? And if so, what are the universal distinguishing characteristics that cause a company to go from good to great?The StandardsUsing tough benchmarks, Collins and his research team identified a set of elite companies that made the leap to great results and sustained those results for at least fifteen years. How great? After the leap, the good-to-great companies generated cumulative stock returns that beat the general stock market by an average of seven times in fifteen years, better than twice the results delivered by a composite index of the world's greatest companies, including Coca-Cola, Intel, General Electric, and Merck. The ComparisonsThe research team contrasted the good-to-great companies with a carefully selected set of comparison companies that failed to make the leap from good to great. What was different? Why did one set of companies become truly great performers while the other set remained only good? The FindingsThe findings of the Good to Great study will surprise many readers and shed light on virtually every area of management strategy and practice. The findings include:Level 5 Leaders: The research team was shocked to discover the type of leadership required to achieve greatness.The Hedgehog Concept (Simplicity within the Three Circles): To go from good to great requires transcending the curse of competence.A Culture of Discipline: When you combine a culture of discipline with an ethic of entrepreneurship, you get the magical alchemy of great results. Technology Accelerators: Good-to-great companies think differently about the role of technology.The Flywheel and the Doom Loop: Those who launch radical change programs and wrenching restructurings will almost certainly fail to make the leap.
Rework
Jason Fried - 2010
If you're looking for a book like that, put this one back on the shelf.Rework shows you a better, faster, easier way to succeed in business. Read it and you'll know why plans are actually harmful, why you don't need outside investors, and why you're better off ignoring the competition. The truth is, you need less than you think. You don't need to be a workaholic. You don't need to staff up. You don't need to waste time on paperwork or meetings. You don't even need an office. Those are all just excuses. What you really need to do is stop talking and start working. This book shows you the way. You'll learn how to be more productive, how to get exposure without breaking the bank, and tons more counterintuitive ideas that will inspire and provoke you.With its straightforward language and easy-is-better approach, Rework is the perfect playbook for anyone who’s ever dreamed of doing it on their own. Hardcore entrepreneurs, small-business owners, people stuck in day jobs they hate, victims of "downsizing," and artists who don’t want to starve anymore will all find valuable guidance in these pages.
7 Powers: The Foundations of Business Strategy
Hamilton Wright Helmer - 2016
And create Power it must, for without it your business is at risk. He explains why invention always comes first and then develops the Power Progression to enable you to target when your Power must be established: in the Origination, Take-Off or Stability phases of your business.Every business faces a do-or-die strategy moment: a crux directional choice made amidst swirling uncertainty. To get this right you need at your fingertips a real-time strategy compass to discern your true north. 7 Powers is that compass.
The Decision Book: Fifty Models for Strategic Thinking
Mikael Krogerus - 2011
Are Your Lights On?: How to Figure Out What the Problem Really is
Donald C. Gause - 1982
A Problem2. Peter Pigeonhole Prepared A Petition3. What's Your Problem?Part 2: What is The Problem?4. Billy Brighteyes Bests The Bidders5. Billy Bites His Tongue6. Billy Back To The BiddersPart 3: What is The Problem Really?7. The Endless Chain8. Missing The Misfit9. Landing On The Level10. Mind Your MeaningPart 4: Whose Problem Is It?11. Smoke Gets In Your Eyes12. The Campus That Was All Spaced Out13. The Lights At The End Of The TunnelPart 5: Where Does It Come From?14. Janet Jaworski Joggles A Jerk15. Mister Matczyszyn Mends The Matter16. Make-Works And Take-Credits17. Examinations And Other PuzzlesPart 6: Do We Really Want To Solve It?18. Tom Tireless Tinkers With Toys19. Patience Plays Politics20. A Priority Assignment
Building Products for the Enterprise: Product Management in Enterprise Software
Blair Reeves - 2018
Creating high-quality software for the enterprise involves a much different set of challenges. In this practical book, two expert product managers provide straightforward guidance for people looking to join the thriving enterprise market.Authors Blair Reeves and Benjamin Gaines explain critical differences between enterprise and consumer products, and deliver strategies for overcoming challenges when building for the enterprise. You'll learn how to cultivate knowledge of your organization, the products you build, and the industry you serve.Explore why:Identifying customer vs user problems is an enterprise project manager's main challengeEffective collaboration requires in-depth knowledge of the organizationAnalyzing data is key to understanding why users buy and retain your productHaving experience in the industry you're building products for is valuableProduct longevity depends on knowing where the industry is headed
The Entrepreneur's Guide to Customer Development: A cheat sheet to The Four Steps to the Epiphany
Brant Cooper - 2010
It is written in a conversational tone, doesn't take itself too seriously, and avoids extraneous fluff."- Eric Ries, Author & Creator of the Lean Startup methodology"Get the CustDev book to dive deep into customer interviews and understand how your product can be developed to meet your customers' needs."- Dan Martell, Founder of Flowtown, angel investorCustomer Development is a four-step framework for helping startups discover and validate their customers, product, and go-to-market strategy, developed by Steve Blank and an integral part of Eric Ries' Lean Startup methodology. Focused on the Customer Discovery step, The Entrepreneur's Guide to Customer Development is an easy to follow guide for finding early adopters, building a Minimum Viable Product, finding Product-Market fit, and establishing a sales and marketing roadmap.Deemed a "must-read" by Steve Blank and Eric Ries, inside you will find detailed customer development and lean startup concept definitions, a step-by-step approach to best practices, a business model analysis guide, case studies, rich graphics, as well as worksheets and exercises. No matter the stage of your business, you will return often to this guide to learn how to build a product people want;"get out of the building;" foster strong customer relationships; test business model risk; reach out to early adopters; conduct startup marketing; create a customer funnel based on buyers' process; and prepare your startup to scale up.The Entrepreneur's Guide to Customer Development: A Cheat Sheet to The Four Steps to the Epiphany, affectionately known as the "CustDev book," serves as course text for classes at Stanford University, University of Chicago, Boston University, DePaul University, University of Minnesota and University of Norway."Our UCL (University College London) students love The Entrepreneur's Guide to Customer Development. Thanks to Brant & Patrick for writing this helpful book. "- Dave Chapman, Deputy Head of the Department of Management Science and Innovation at UCL (University College London)"Love it! Required reading for all NYU entrepreneurs."- Frank Rimalovski, Managing Director of NYU Innovation Venture FundThis book is both an introduction for those unfamiliar with lean concepts and highly actionable for lean practitioners. It is a user friendly guide, written to be accessible to marketing professionals, Engineers startup founders and entrepreneurs, VCs, angels, and anyone else involved in building scalable startups.Existing companies will benefit to from applying Customer Development principles described in detail herein: for example, startups struggling to achieve market traction, or well established companies seeking to spark new innovation.This is a business book for startups like no other. No fluff, but rather sound principles and concrete steps to take to build your business. Get up to speed on Customer Development now.
HBR Guide to Data Analytics Basics for Managers (HBR Guide Series)
Harvard Business Review - 2018
Now more than ever, managers must know how to tease insight from data--to understand where the numbers come from, make sense of them, and use them to inform tough decisions. How do you get started?Whether you're working with data experts or running your own tests, you'll find answers in the HBR Guide to Data Analytics Basics for Managers. This book describes three key steps in the data analysis process, so you can get the information you need, study the data, and communicate your findings to others.You'll learn how to:
Identify the metrics you need to measure
Run experiments and A/B tests
Ask the right questions of your data experts
Understand statistical terms and concepts
Create effective charts and visualizations
Avoid common mistakes
Blue Ocean Strategy: How to Create Uncontested Market Space and Make the Competition Irrelevant
W. Chan Kim - 1994
They have fought for competitive advantage, battled over market share, and struggled for differentiation. Yet, as this influential and immensely popular book shows, these hallmarks of competitive strategy are not the way to create profitable growth in the future.In the international bestseller Blue Ocean Strategy, W. Chan Kim and Renee Mauborgne argue that cutthroat competition results in nothing but a bloody red ocean of rivals fighting over a shrinking profit pool. Based on a study of 150 strategic moves (spanning more than 100 years across 30 industries), the authors argue that lasting success comes not from battling competitors, but from creating "blue oceans"—untapped new market spaces ripe for growth. Such strategic moves, which the authors call “value innovation,” create powerful leaps in value that often render rivals obsolete for more than a decade.Blue Ocean Strategy presents a systematic approach to making the competition irrelevant and outlines principles and tools any company can use to create and capture their own blue oceans. A landmark work that upends traditional thinking about strategy, this bestselling business book charts a bold new path to winning the future.
The Messy Middle: Finding Your Way Through the Hardest and Most Crucial Part of Any Bold Venture
Scott Belsky - 2018
Creating something from nothing is an unpredictable journey. The first mile births a new idea into existence, and the final mile is all about letting go. We love talking about starts and finishes, even though the middle stretch is the most important and often the most ignored and misunderstood. Broken into three sections with 100+ lessons, this no-nonsense book will help you: • Endure the roller coaster of successes and failures by strengthening your resolve, embracing the long-game, and short-circuiting your reward system to get to the finish line. • Optimize what’s working so you can improve the way you hire, better manage your team, and meet your customers’ needs. • Finish strong and avoid the pitfalls many entrepreneurs make, so you can overcome resistance, exit gracefully, and continue onto your next creative endeavor with ease. With insightful interviews from today’s leading entrepreneurs, artists, writers, and executives, as well as Belsky’s own experience working with companies like Airbnb, Pinterest, Uber, and sweetgreen, The Messy Middle will outfit you to find your way through the hardest parts of any bold project or new venture.
The Deadline: A Novel about Project Management
Tom DeMarco - 1997
Rizzoli- Ex-General Markov- Abdul Jamid- The Sinister Minister Belok- The Numbers Man- QuickerStill- Morovia's First Programmer- Think Fast!- Planning for the Summer Games- The Guru of Conflict Resolution- Maestro Diyeniar- Interlude- Part and Whole- Standing on Ceremony- Endgame Begins- The Year's Hottest IPO- Passing Through Riga on the Way Home
Continuous Discovery Habits: Discover Products that Create Customer Value and Business Value
Teresa Torres - 2021