Book picks similar to
Analytics at Work: Smarter Decisions, Better Results by Thomas H. Davenport
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High Output Management
Andrew S. Grove - 1983
In High Output Management, Andrew S. Grove, former chairman and CEO (and employee number three) of Intel, shares his perspective on how to build and run a company. Born of Grove’s experiences at one of America’s leading technology companies, this legendary management book is a Silicon Valley staple, equally appropriate for sales managers, accountants, consultants, and teachers, as well as CEOs and startup founders. Grove covers techniques for creating highly productive teams, demonstrating methods of motivation that lead to peak performance—throughout, High Output Management is a practical handbook for navigating real-life business scenarios and a powerful management manifesto with the ability to revolutionize the way we work.
Venture Deals
Brad Feld - 2011
It happens because VCs are experts in financings and most entrepreneurs are not. Brad and Jason are out to fix that problem with Venture Deals. This book is long overdue and badly needed."Fred Wilson, Managing Partner, Union Square Ventures"Feld and Mendelson pack a graduate-level course into this energetic and accessible book.?The authors' frank style and incisive insight make this a must-read for high-growth company entrepreneurs, early-stage investors, and graduate students.?Start here if you want to understand venture capital deal structure and strategies.?I enthusiastically recommend."Brad Bernthal, CU Boulder, Associate Clinical Professor ofLaw, Technology Policy, Entrepreneurial Law"A must-read book for entrepreneurs.?Brad and Jason demystify the overly complex world of term sheets and M&A, cutting through the legalese and focusing on what really matters.?That's a good thing not just for entrepreneurs, but also for venture capitalists, angels, and lawyers.?Having an educated entrepreneur on the other side of the table means you spend your time negotiating the important issues and ultimately get to the right deal faster."Greg Gottesman, Managing Director, Madrona Venture Group"Venture Deals is a must-read for any entrepreneur contemplating or currently leading a venture-backed company. Brad and Jason are highly respected investors who shoot straight from the hip and tell it like it is, bringing a level of transparency to a process that is rarely well understood. It's like having a venture capitalist as a best friend who is looking out for your best interests and happy to answer all of your questions."Emily Mendell, Vice President of Communications,National Venture Capital Association"The adventure of starting and growing a company can be exhilarating or excruciatingor both. Feld and Mendelson have done a masterful job of shedding light on what can either become one of the most helpful or dreadful experiences for entrepreneursaccepting venture capital into their firm. This book takes the lid off the black box and helps entrepreneurs understand the economics and control provisions of working with a venture partner."Lesa Mitchell, Vice President, Advancing Innovation, Kauffman Foundation
The Goal: A Process of Ongoing Improvement
Eliyahu M. Goldratt - 1984
His factory is rapidly heading for disaster. So is his marriage. He has ninety days to save his plant—or it will be closed by corporate HQ, with hundreds of job losses. It takes a chance meeting with a colleague from student days—Jonah—to help him break out of conventional ways of thinking to see what needs to be done.The story of Alex's fight to save his plant is more than compulsive reading. It contains a serious message for all managers in industry and explains the ideas which underline the Theory of Constraints (TOC) developed by Eli Goldratt.
Hacking Growth: How Today's Fastest-Growing Companies Drive Breakout Success
Sean Ellis - 2017
It seems hard to believe today, but there was a time when Airbnb was the best-kept secret of travel hackers and couch surfers, Pinterest was a niche web site frequented only by bakers and crafters, LinkedIn was an exclusive network for C-suite executives and top-level recruiters, Facebook was MySpace's sorry step-brother, and Uber was a scrappy upstart that didn't stand a chance against the Goliath that was New York City Yellow Cabs.So how did these companies grow from these humble beginnings into the powerhouses they are today? Contrary to popular belief, they didn't explode to massive worldwide popularity simply by building a great product then crossing their fingers and hoping it would catch on. There was a studied, carefully implemented methodology behind these companies' extraordinary rise. That methodology is called Growth Hacking, and it's practitioners include not just today's hottest start-ups, but also companies like IBM, Walmart, and Microsoft as well as the millions of entrepreneurs, marketers, managers and executives who make up the community of GrowthHackers.com.Think of the Growth Hacking methodology as doing for market-share growth what Lean Start-Up did for product development, and Scrum did for productivity. It involves cross-functional teams and rapid-tempo testing and iteration that focuses customers attaining them, retaining them, engaging them, and motivating them to come back and buy more.
An accessible and practical toolkit that teams and companies in all industries can use to increase their customer base and market share, this book walks readers through the process of creating and executing their own custom-made growth hacking strategy. It is a must read for any marketer, entrepreneur, innovator or manger looking to replace wasteful big bets and "spaghetti-on-the-wall" approaches with more consistent, replicable, cost-effective, and data-driven results.
Making It Right: Product Management For A Startup World
Rian van der Merwe - 2014
It's not for the faint of heart. It's for people who want to move mountains. It swallows some whole, but others derive endless invigoration and passion from the pace and the impact and the glory and the huge potential for failure as well as success. There's no other job like it, and this is a book to help you make it your job. The role of a product manager goes by many different names - and if that's not reason enough to be confused, some companies define product manager completely differently from how it's understood elsewhere. We sometimes get stuck in our quest to define the damn thing, but in the case of product management, it's effort well spent, because it's quite the jungle out there.
The Ten Faces of Innovation: IDEO's Strategies for Defeating the Devil's Advocate and Driving Creativity Throughout Your Organization
Tom Kelley - 2005
The role of the devil's advocate is nearly universal in business today. It allows individuals to step outside themselves and raise questions and concerns that effectively kill new projects and ideas, while claiming no personal responsibility. Nothing is more potent in stifling innovation. Drawing on nearly 20 years of experience managing IDEO, Kelley identifies ten roles people can play in an organization to foster innovation and new ideas while offering an effective counter to naysayers. Among these approaches are the Anthropologist—the person who goes into the field to see how customers use and respond to products, to come up with new innovations; the Cross-pollinator who mixes and matches ideas, people, and technology to create new ideas that can drive growth; and the Hurdler, who instantly looks for ways to overcome the limits and challenges to any situation. Filled with engaging stories of how companies like Kraft, Procter and Gamble, Cargill and Samsung have incorporated IDEO's thinking to transform the customer experience, THE TEN FACES OF INNOVATION is an extraordinary guide to nurturing and sustaining a culture of continuous innovation and renewal.
Swipe to Unlock: The Primer on Technology and Business Strategy
Parth Detroja - 2017
But have you ever wondered how Google makes billions of dollars while providing search, email, and maps for free? How do they figure out which ads perfectly capture your interests? And how do they search the entire internet so quickly, anyway?By answering real-world questions like this, Swipe to Unlock gives you a peek under the hood of the technology you use every day, decodes technologists' weirdest buzzwords, and shows you how technology is changing the society we live in for better or for worse. Unlock the answers you need to become a better-educated consumer, digital citizen, or technology professional.
No Rules Rules: Netflix and the Culture of Reinvention
Reed Hastings - 2020
It has led nothing short of a revolution in the entertainment industries, generating billions of dollars in annual revenue while capturing the imaginations of hundreds of millions of people in over 190 countries. But to reach these great heights, Netflix, which launched in 1998 as an online DVD rental service, has had to reinvent itself over and over again. This type of unprecedented flexibility would have been impossible without the counterintuitive and radical management principles that cofounder Reed Hastings established from the very beginning. Hastings rejected the conventional wisdom under which other companies operate and defied tradition to instead build a culture focused on freedom and responsibility, one that has allowed Netflix to adapt and innovate as the needs of its members and the world have simultaneously transformed.Hastings set new standards, valuing people over process, emphasizing innovation over efficiency, and giving employees context, not controls. At Netflix, there are no vacation or expense policies. At Netflix, adequate performance gets a generous severance, and hard work is irrel-evant. At Netflix, you don't try to please your boss, you give candid feedback instead. At Netflix, employees don't need approval, and the company pays top of market. When Hastings and his team first devised these unorthodox principles, the implications were unknown and untested. But in just a short period, their methods led to unparalleled speed and boldness, as Netflix quickly became one of the most loved brands in the world.Here for the first time, Hastings and Erin Meyer, bestselling author of The Culture Map and one of the world's most influential business thinkers, dive deep into the controversial ideologies at the heart of the Netflix psyche, which have generated results that are the envy of the business world. Drawing on hundreds of interviews with current and past Netflix employees from around the globe and never-before-told stories of trial and error from Hastings's own career, No Rules Rules is the fascinating and untold account of the philosophy behind one of the world's most innovative, imaginative, and successful companies.
The Art of Project Management
Scott Berkun - 2005
Reading this was like reading the blueprint for how the best projects are managed at Microsoft... I wish we always put these lessons into action!" --Joe Belfiore, General Manager, E-home Division, Microsoft Corporation "Berkun has written a fast paced, jargon-free and witty guide to what he wisely refers to as the 'art' of project management. It's a great introduction to the discipline. Seasoned and new managers will benefit from Berkun's perspectives." --Joe Mirza, Director, CNET Networks (Cnet.com) "Most books with the words 'project management' in the title are dry tomes. If that's what you are expecting to hear from Berkun's book, you will be pleasantly surprised. Sure, it's about project management. But it's also about creativity, situational problem-solving, and leadership. If you're a team member, project manager, or even a non-technical stakeholder, Scott offers dozens of practical tools and techniques you can use, and questions you can ask, to ensure your projects succeed." --Bill Bliss, Senior VP of product and customer experience, expedia.com In The Art of Project Management, you'll learn from a veteran manager of software and web development how to plan, manage, and lead projects. This personal account of hard lessons learned over a decade of work in the industry distills complex concepts and challenges into practical nuggets of useful advice. Inspiring, funny, honest, and compelling, this is the book you and your team need to have within arms reach. It will serve you well with your current work, and on future projects to come. Topics include:How to make things happenMaking good decisionsSpecifications and requirementsIdeas and what to do with themHow not to annoy peopleLeadership and trustThe truth about making datesWhat to do when things go wrong
Web Analytics 2.0: The Art of Online Accountability & Science of Customer Centricity [With CDROM]
Avinash Kaushik - 2009
"Web Analytics 2.0" presents a new framework that will permanently change how you think about analytics. It provides specific recommendations for creating an actionable strategy, applying analytical techniques correctly, solving challenges such as measuring social media and multichannel campaigns, achieving optimal success by leveraging experimentation, and employing tactics for truly listening to your customers. The book will help your organization become more data driven while you become a super analysis ninja Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.
Show Me the Numbers: Designing Tables and Graphs to Enlighten
Stephen Few - 2004
Information is provided on the fundamental concepts of table and graph design, the numbers and knowledge most suitable for display in a graphic form, the best tabular means to communicate certain ideas, and the component-level aspects of design. Analysts, technicians, and managers will appreciate the solid theory behind this outline for ensuring that tables and graphs present quantitative business information in a truthful, attractive format that facilitates better decision making.
Trillion Dollar Coach: The Leadership Playbook of Silicon Valley's Bill Campbell
Eric Schmidt - 2019
In addition, this business genius mentored dozens of other important leaders on both coasts, from entrepreneurs to venture capitalists to educators to football players, leaving behind a legacy of growing companies, successful people, respect, friendship, and love after his death in 2016.Leaders at Google for over a decade, Eric Schmidt, Jonathan Rosenberg, and Alan Eagle experienced firsthand how the man fondly known as Coach Bill built trusting relationships, fostered personal growth—even in those at the pinnacle of their careers—inspired courage, and identified and resolved simmering tensions that inevitably arise in fast-moving environments. To honor their mentor and inspire and teach future generations, they have codified his wisdom in this essential guide.Based on interviews with over eighty people who knew and loved Bill Campbell, Trillion Dollar Coach explains the Coach’s principles and illustrates them with stories from the many great people and companies with which he worked. The result is a blueprint for forward-thinking business leaders and managers that will help them create higher performing and faster moving cultures, teams, and companies.
User Story Mapping: Discover the Whole Story, Build the Right Product
Jeff Patton - 2012
With this practical book, you'll explore the often-misunderstood practice of user story mapping, and learn how it can help keep your team stay focused on users and their experience throughout the development process.You and your team will learn that user stories aren't a way to write better specifications, but a way to organize and have better conversations. This book will help you understand what kinds of conversations you should be having, when to have them, and what to keep track of when you do. Learn the key concepts used to create a great story map. Understand how user stories really work, and how to make good use of them in agile and lean projects. Examine the nuts and bolts of managing stories through the development cycle. Use strategies that help you continue to learn before and after the product's release to customers and usersUser Story Mapping is ideal for agile and lean software development team members, product managers and UX practitioners in commercial product companies, and business analysts and project managers in IT organizations—whether you're new to this approach or want to understand more about it.
Data Science from Scratch: First Principles with Python
Joel Grus - 2015
In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.
Get a crash course in Python
Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science
Collect, explore, clean, munge, and manipulate data
Dive into the fundamentals of machine learning
Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering
Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses
Eric Ries - 2011
But many of those failures are preventable. The Lean Startup is a new approach being adopted across the globe, changing the way companies are built and new products are launched. Eric Ries defines a startup as an organization dedicated to creating something new under conditions of extreme uncertainty. This is just as true for one person in a garage or a group of seasoned professionals in a Fortune 500 boardroom. What they have in common is a mission to penetrate that fog of uncertainty to discover a successful path to a sustainable business.The Lean Startup approach fosters companies that are both more capital efficient and that leverage human creativity more effectively. Inspired by lessons from lean manufacturing, it relies on "validated learning," rapid scientific experimentation, as well as a number of counter-intuitive practices that shorten product development cycles, measure actual progress without resorting to vanity metrics, and learn what customers really want. It enables a company to shift directions with agility, altering plans inch by inch, minute by minute.Rather than wasting time creating elaborate business plans, The Lean Startup offers entrepreneurs - in companies of all sizes - a way to test their vision continuously, to adapt and adjust before it's too late. Ries provides a scientific approach to creating and managing successful startups in a age when companies need to innovate more than ever.