Book picks similar to
R for Marketing Research and Analytics by Chris Chapman
data-science
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Head First Statistics
Dawn Griffiths - 2008
Whether you're a student, a professional, or just curious about statistical analysis, Head First's brain-friendly formula helps you get a firm grasp of statistics so you can understand key points and actually use them. Learn to present data visually with charts and plots; discover the difference between taking the average with mean, median, and mode, and why it's important; learn how to calculate probability and expectation; and much more.Head First Statistics is ideal for high school and college students taking statistics and satisfies the requirements for passing the College Board's Advanced Placement (AP) Statistics Exam. With this book, you'll:Study the full range of topics covered in first-year statistics Tackle tough statistical concepts using Head First's dynamic, visually rich format proven to stimulate learning and help you retain knowledge Explore real-world scenarios, ranging from casino gambling to prescription drug testing, to bring statistical principles to life Discover how to measure spread, calculate odds through probability, and understand the normal, binomial, geometric, and Poisson distributions Conduct sampling, use correlation and regression, do hypothesis testing, perform chi square analysis, and moreBefore you know it, you'll not only have mastered statistics, you'll also see how they work in the real world. Head First Statistics will help you pass your statistics course, and give you a firm understanding of the subject so you can apply the knowledge throughout your life.
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech
Sara Wachter-Boettcher - 2017
But few of us realize just how many oversights, biases, and downright ethical nightmares are baked inside the tech products we use every day. It’s time we change that.In Technically Wrong, Sara Wachter-Boettcher demystifies the tech industry, leaving those of us on the other side of the screen better prepared to make informed choices about the services we use—and to demand more from the companies behind them.
Data-ism: The Revolution Transforming Decision Making, Consumer Behavior, and Almost Everything Else
Steve Lohr - 2015
Today, Data is the vital raw material of the information economy. The explosive abundance of this digital asset, more than doubling every two years, is creating a new world of opportunity and challenge.Data-ism is about this next phase, in which vast, Internet-scale data sets are used for discovery and prediction in virtually every field. It is a journey across this emerging world with people, illuminating narrative examples, and insights. It shows that, if exploited, this new revolution will change the way decisions are made—relying more on data and analysis, and less on intuition and experience—and transform the nature of leadership and management.Lohr explains how individuals and institutions will need to exploit, protect, and manage their data to stay competitive in the coming years. Filled with rich examples and anecdotes of the various ways in which the rise of Big Data is affecting everyday life it raises provocative questions about policy and practice that have wide implications for all of our lives.
Art of Leadership
J. Donald Walters - 2001
Most leaders need reminding everyday that with their privileges comes responsibility and obligation. If any young man or woman seeking to become a leader and not a manager only reads one book on leadership, let it be this one!
Data Science For Dummies
Lillian Pierson - 2014
Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.
The New Manager's Handbook: 24 Lessons for Mastering Your New Role
Morey Stettner - 2002
From difficult employees to demanding bosses, you never know where your next problem is coming from. What you do know is that you'll be expected to solve that problem--and solve it quickly and effectively.The New Manager's Handbook explains the rules of this new game, and gives you invaluable tips and pointers for teaming with your employees while inspiring them to breakthrough performance and results. Let the two dozen rules and guidelines in this quick-hitting manual show you the best ways to:DelegateReview performanceThink strategicallyLead great meetingsGive and get results-oriented feedbackProvide directionSpeak with powerCriticize with honesty and tactAsk the right questionsMotivate average performersPrepare for changeAs a new manager in today's no-room-for-error workplace, you will be challenged and tested every day. Unlike previous positions, however, your success will judged by the performance of others. Give yourself every opportunity to succeed, and learn how to win the respect of both your employees and your supervisors, with the time-tested and field-proven techniques in The New Manager's Handbook.
The 24-Carrot Manager
Adrian Gostick - 2002
Providing strategies and solutions for the managers of today, this book offers answers for improving employee commitment and profitability by strategically acknowledging employee effort. How is it done? The deceptively simply answer: with carrots.
The Rookie Copywriter's Survival Guide: How To Make Six Figures With Little Or No Copywriting Experience... And Without Chasing After Clients!
Doberman Dan - 2014
and without chasing after clients!In The Rookie Copywriter’s Survival Guide, master copywriter and serial entrepreneur Doberman Dan, shows how anybody with just mediocre... or even NO copywriting skills... can make a LOT of money in a very short period of time.This isn’t the typical “pay your dues and work for peanuts” advice often given to rookie copywriters or people who are thinking of getting into the business of copywriting. It’s a unique way you can get paid... and paid very well... while you learn the craft of direct response copywriting.Dan reveals the exact plan he used to break free from a low paying dead-end job and went on to make MILLIONS while becoming one of the most in-demand copywriters in the country. Dan has used his copywriting skills to “bootstrap” numerous businesses over the past 20 years... with nothing but a yellow notepad, pen and the gray matter between his ears. Time and time again... in a plethora of markets and niches.You’ll discover the highly profitable secrets from a battle-hardened grizzled veteran entrepreneur, marketer and copywriter that can only be gained from decades of hard-won “in the trenches” experience.Who is Doberman Dan?After twelve years as a full-time inner city police officer and 9 years of part-time consecutive entrepreneurial failures, Dan finally discovered the secrets of the most successful copywriters and direct marketers in the world. After his 9 years of “trial by fire” business failures, he finally “hit a home run” in the mail order business. He went on to apply his successful marketing and copywriting experience to online marketing... for his own businesses and also as a consultant to some of the most successful businesses in the country.
What is a P-Value Anyway? 34 Stories to Help You Actually Understand Statistics
Andrew J. Vickers - 2009
Drawing on his experience as a medical researcher, Vickers blends insightful explanations and humor, with minimal math, to help readers understand and interpret the statistics they read every day. Describing data; Data distributions; Variation of study results: confidence intervals; Hypothesis testing; Regression and decision making; Some common statistical errors, and what they teach us For all readers interested in statistics.
The Certified Six SIGMA Black Belt Handbook
T.M. Kubiak - 2008
While the primary audience for this work is the individual preparing to sit for the Six Sigma Black Belt certification examination, a secondary audience for the handbook is the quality and Six Sigma professional who would like a relevant Six Sigma reference book. With this audience in mind, the authors have greatly expanded the appendices section to include: * The 2001 Body of Knowledge, so that readers can compare changes and perhaps offer recommendations to future bodies of knowledge * Statistical tables completely redeveloped using a combination of Microsoft Excel and Minitab 15 * A table for control constants expanded to now include virtually all control constants * Tables for both cumulative and non-cumulative forms of the most useful distributions, including binomial, Poisson, and normal * Additional alpha values in tables * An expanded glossary, with more terms relating to lean * A second glossary of the most common Japanese terms used by quality and Six Sigma professionals
Public Speaking Essentials: Six Steps to Sizzle on Stage
Ramakrishna Reddy - 2015
You may be overloaded with too much of information. There are loads of information in form of books and articles out there that can help you. However, would it be nice to have an easy and simple process to follow to handle this area of your life? Discover The Easy Guide To Public Speaking: “Public Speaking Essentials” will reveal 6 steps that’ll help you overcome your fear and speak like a PRO. These are easy to understand and implement solutions coming from someone who was in the trenches and who's now an active and successful public speaker. Since he was a shy kid as he was growing up, Rama ventured into Public Speaking to handle this area of his life. As a result of his learning from mentors, toastmasters and contests, Ramakrishna Reddy has won more than 25 Public Speaking Contests and written 3 books related to Public Speaking. He speaks regularly to people ranging from few dozens to few hundreds. Ramakrishna is dedicated to sharing the lessons he’s learned to help others become confident in public speaking. Public Speaking Revealed in Six Simple Steps: How to overcome Public Speaking Anxiety How to master three pillars of Public Speaking How to Practice for Presentation Day How to Handle the Presentation Day How to create a connection with the audience How to handle glitches during the presentation day Download now to know more about this 'no clutter' guide.
Numbersense: How to Use Big Data to Your Advantage
Kaiser Fung - 2013
Virtually every choice we make hinges on how someone generates data . . . and how someone else interprets it--whether we realize it or not.Where do you send your child for the best education? Big Data. Which airline should you choose to ensure a timely arrival? Big Data. Who will you vote for in the next election? Big Data.The problem is, the more data we have, the more difficult it is to interpret it. From world leaders to average citizens, everyone is prone to making critical decisions based on poor data interpretations.In Numbersense, expert statistician Kaiser Fung explains when you should accept the conclusions of the Big Data experts--and when you should say, Wait . . . what? He delves deeply into a wide range of topics, offering the answers to important questions, such as:How does the college ranking system really work?Can an obesity measure solve America's biggest healthcare crisis?Should you trust current unemployment data issued by the government?How do you improve your fantasy sports team?Should you worry about businesses that track your data?Don't take for granted statements made in the media, by our leaders, or even by your best friend. We're on information overload today, and there's a lot of bad information out there.Numbersense gives you the insight into how Big Data interpretation works--and how it too often doesn't work. You won't come away with the skills of a professional statistician. But you will have a keen understanding of the data traps even the best statisticians can fall into, and you'll trust the mental alarm that goes off in your head when something just doesn't seem to add up.Praise for NumbersenseNumbersense correctly puts the emphasis not on the size of big data, but on the analysis of it. Lots of fun stories, plenty of lessons learned--in short, a great way to acquire your own sense of numbers!Thomas H. Davenport, coauthor of Competing on Analytics and President's Distinguished Professor of IT and Management, Babson CollegeKaiser's accessible business book will blow your mind like no other. You'll be smarter, and you won't even realize it. Buy. It. Now.Avinash Kaushik, Digital Marketing Evangelist, Google, and author, Web Analytics 2.0Each story in Numbersense goes deep into what you have to think about before you trust the numbers. Kaiser Fung ably demonstrates that it takes skill and resourcefulness to make the numbers confess their meaning.John Sall, Executive Vice President, SAS InstituteKaiser Fung breaks the bad news--a ton more data is no panacea--but then has got your back, revealing the pitfalls of analysis with stimulating stories from the front lines of business, politics, health care, government, and education. The remedy isn't an advanced degree, nor is it common sense. You need Numbersense.Eric Siegel, founder, Predictive Analytics World, and author, Predictive AnalyticsI laughed my way through this superb-useful-fun book and learned and relearned a lot. Highly recommended! Tom Peters, author of In Search of Excellence
Digital Marketing Analytics: Making Sense of Consumer Data in a Digital World
Chuck Hemann - 2013
Do It Now! Why hasn't all that data delivered a whopping competitive advantage? Because you've barely begun to use it, that's why! Good news: neither have your competitors. It's hard! But digital marketing analytics is 100% doable, it offers colossal opportunities, and all of the data is accessible to you. Chuck Hemann and Ken Burbary will help you chop the problem down to size, solve every piece of the puzzle, and integrate a virtually frictionless system for moving from data to decision, action to results! Scope it out, pick your tools, learn to listen, get the metrics right, and then distill your digital data for maximum value for everything from R&D to CRM to social media marketing! - Prioritize--because you can't measure, listen to, and analyze everything - Use analysis to craft experiences that profoundly reflect each customer's needs, expectations, and behaviors - Measure real social media ROI: sales, leads, and customer satisfaction - Track the performance of all paid, earned, and owned social media channels - Leverage "listening data" way beyond PR and marketing: for strategic planning, product development, and HR - Start optimizing web and social content in real time - Implement advanced tools, processes, and algorithms for accurately measuring influence - Integrate paid and social data to drive more value from both - Make the most of surveys, focus groups, and offline research synergies - Focus new marketing and social media investments where they'll deliver the most value Foreword by Scott Monty Global Head of Social Media, Ford Motor Company
How to Lead in Product Management: Practices to Align Stakeholders, Guide Development Teams, and Create Value Together
Roman Pichler - 2020
Benefitting from Roman Pichler’s extensive experience, you’ll learn how to align stakeholders and guide development teams even in challenging circumstances, avoid common leadership mistakes, and grow as a leader. Written in an engaging and easily accessible style, "How to Lead in Product Management" offers a wealth of practical tips and strategies. Through helpful examples, the book illustrates how you can directly apply the techniques to your work. Coverage includes: • Choosing the right leadership style • Cultivating empathy, building trust, and influencing others • Increasing your authority and empowering others • Directing stakeholders and development teams through common goals • Making decisions that people will support and follow through • Successfully resolving disputes and conflicts even with senior stakeholders • Listening deeply to discover and address hidden needs and interests • Practising mindfulness and embracing a growth mindset to develop as a leader Praise for How to "Lead in Product Management": “Roman has done it again, delivering a practical book for the product management community that appeals to both heart and mind. 'How to Lead in Product Management' is packed with concise, direct, and practical advice that addresses the deeper, personal aspects of the product leadership. Roman’s book shares wisdom on topics including goals, healthy interactions with stakeholders, handling conflict, effective conversations, decision-making, having a growth mindset, and self-care. It is a must read for both new and experienced product people.” Ellen Gottesdiener, Product Coach at EBG Consulting “Being a great product manager is tough. It requires domain knowledge, industry knowledge, technical skills, but also the skills to lead and inspire a team. Roman Pichler’s 'How to Lead in Product Management' is the best book I’ve read for equipping product managers to lead their teams.” Mike Cohn, Author of "Succeeding with Agile", "Agile Estimating and Planning", and "User Stories Applied" “This is the book that has been missing for product people. Roman has created another masterpiece, a fast read with lots of value. It’s a must read for every aspiring product manager.“ Magnus Billgren, CEO of Tolpagorni Product Management “'How Lead in Product Management' is for everyone who manages a product or drives important business decisions. Roman lays out the key challenges of product leadership and shows us ways of thoughtfully working with team members, stakeholders, partners, and the inevitable conflicts.” Rich Mironov, CEO of Mironov Consulting and "Smokejumper" Head of Product
The Napkin The Melon The Monkey: How to Be Happy and Successful by Simply Changing Your Mind
Barbara Burke - 2006
But one day she loses control and yells back. Terrified that she’ll be fired, she seeks out Isabel, the call center’s sage. The advice she receives from her wise mentor changes her life:· SODA (Stop. Observe. Decide. Act)—a sure-fire formula for remaining calm in any situation· Unplugging—a centuries-old practice to reduce anxiety and promote creativity· Aha!s—22 practical insights that become the framework for living a happy life This modern-day fable shows us that the best way to reduce stress is to cultivate mindfulness. While we cannot control much of what happens, we can get better outcomes if we stop to see situations clearly and calmly. This book serves as both a powerful resource for business professionals looking for practical, easy-to-use tools for dealing with difficult people and an inspirational tale for those who want better relationships and a happier life.