Book picks similar to
Process Mining: Discovery, Conformance and Enhancement of Business Processes by Wil M.P. van der Aalst
data-science
statistics
process-mining
duuni
Incarnate Leadership: 5 Leadership Lessons from the Life of Jesus
Bill Robinson - 2009
He presents convincing arguments that when leaders emulate these qualities, they will inspire and empower the people they have been called to lead. Reflection and discussion questions and assessment questions make this ideal for group use. Conversational in tone and seasoned with real-life stories from his own successes and failures as a leader, Robinson helps Christian leaders wrestle with four questions that emerge from John’s introduction of Jesus, “and the word became flesh and dwelt among us….” • Jesus dwelt with those he led, how can I be closer to those I lead? • Jesus disciples beheld him, how can I be more transparent with those I lead? • The glory of Jesus was a reflection of his father, am I seeking my own glory? • Jesus led with grace and truth, how can I lead with grace and truth? The Incarnate Leader is indispensable reading for anyone in a position of leadership – whether in a church setting, corporation, school board, or home. The book is packaged as a short one-evening read, similar to other popular business books.
Artificial Intelligence in Practice: How 50 Successful Companies Used AI and Machine Learning to Solve Problems
Bernard Marr - 2019
Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.
The Algebra of Happiness: Finding the Equation for a Life Well Lived
Scott Galloway - 2019
His students are smart and hardworking, but they struggle with life's biggest questions, just like the rest of us. What's the formula for a life well lived? How can you have a meaningful career, not just a lucrative one? Is work/life balance really possible? What does it take to make a long-term relationship succeed?Galloway explores these and many other questions in the take-no-prisoners style that has made him a sought-after commentator and YouTube star. For example...If (Money In) - (Money Out) > 0, you're rich.The definition of "rich" is income greater than your burn rate. My dad and his wife receive about $50K/year and spend $40K. They are rich. I have friends who earn more than $1 million, but with several children in private schools, an ex-wife, a home in the Hamptons, and the lifestyle of a master of the universe, they spend nearly all of it. They are poor.Compound interest = the key to relationships.Most of us know how compound interest works with money, but don't recognize its power in other spheres. Make small investments in the people you care about, every day. Take a ton of pictures, text your friends stupid things, check in with old friends, express admiration to coworkers, and tell your loved ones that you love them. The payoff is small, until it becomes immense.Serendipity = a function of courage.My willingness to endure rejection from universities, peers, investors, and women has been hugely rewarding. Asking a VC for money is nothing compared to approaching a woman midday in a beach chair, sitting with another woman and a guy, and opening. Nothing wonderful will happen without taking a risk and subjecting yourself to rejection.Cool vacation > Cool car.Studies show people overestimate the happiness that things will bring them, and underestimate the long-term positive effect of experiences. Invest in experiences over things. Drive a Hyundai, and take your spouse to Australia.The Algebra of Happiness is perfect for any graduate, or for anyone who feels adrift.
A CEO Only Does Three Things: Finding Your Focus in the C-Suite
Trey Taylor - 2020
Many owners and CEOs think they have to be involved in every aspect of their business. They spend valuable brainpower on low-priority decisions. Before long, they're overworked and burned out.Instead of doing everything, it's time to focus on the right things.A CEO Only Does Three Things zeroes in on the three pillars of business: culture, people, and numbers. Steeped in twenty-plus years of practical knowledge, training, and consulting with some of the world's largest companies, this indispensable guide shows how to articulate the right culture for your business, hire people with the right mindsets, and inspire your teams to produce optimal results.Hundreds of CEOs have used Taylor's methods to create fulfilled, efficient, professional lives, and you can join them. Learn how to focus on the work you love-and avoid CEO burnout.
Big Data Now: 2012 Edition
O'Reilly Media Inc. - 2012
It's not just a technical book or just a businessguide. Data is ubiquitous and it doesn't pay much attention toborders, so we've calibrated our coverage to follow it wherever itgoes.In the first edition of Big Data Now, the O'Reilly team tracked thebirth and early development of data tools and data science. Now, withthis second edition, we're seeing what happens when big data grows up:how it's being applied, where it's playing a role, and theconsequences -- good and bad alike -- of data's ascendance.We've organized the second edition of Big Data Now into five areas:Getting Up to Speed With Big Data -- Essential information on thestructures and definitions of big data.Big Data Tools, Techniques, and Strategies -- Expert guidance forturning big data theories into big data products.The Application of Big Data -- Examples of big data in action,including a look at the downside of data.What to Watch for in Big Data -- Thoughts on how big data will evolveand the role it will play across industries and domains.Big Data and Health Care -- A special section exploring thepossibilities that arise when data and health care come together.
Think Stats
Allen B. Downey - 2011
This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.Develop your understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyLearn topics not usually covered in an introductory course, such as Bayesian estimationImport data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data
Collins Business Secrets ? Time Management
Martin H. Manser - 2010
He consults for business and government organisations, and has written several very successful books.
A Shiver of Wonder: A Life of C. S. Lewis
Derick Bingham - 2004
He had no posterity, but few men in history have been so deeply loved by children. He was but a mirror reflecting another Face. He was an Oxford Don and a Cambridge Professor. He was an expert in Medieval and Renaissance English who gripped the imagination of millions through his wartime broadcasts of Christian truth for the BBC—broadcasts that later became his famous book, Mere Christianity. He was C. S. Lewis, a name synonymous with legendary kindness, intellectual rigour, a love of nature and perhaps his greatest creation, Aslan and the land of Narnia. His writings still compel countless readers to shiver with wonder at the great imagination and depth of understanding he possessed. Controversial genius that he was, his life is a beacon for all who struggle with doubt and faith in Christ.
Employee Engagement 2.0: How to Motivate Your Team for High Performance (a Real-World Guide for Busy Managers)
Kevin E. Kruse - 2012
This isn't just another ivory tower book on leadership. Employee Engagement 2.0 is the result of both massive research and real-world experience. The author, Kevin Kruse, is a former Best Place to Work winner, serial entrepreneur, and NY Times bestselling author. He has advised dozens of organizations, from Fortune 500 companies like SAP, to startups and non-profits, and even to the US Marines. This is your step-by-step guide that will teach you: - What employee engagement is (it does not mean happy or satisfied) - How engagement directly drives sales, profits, and even stock price - The secret recipe for making anyone feel engaged - How to quantify engagement, even if you have no budget - 7 questions to ask that will identify your engagement weakness - What to say to facilitate a team meeting on engagement - A communication system that ensures rapid, two-way flow of information - How to make your strategic vision memorable and "sticky" - How to implement a complete engagement plan in only 8 weeks! Being a great leader-one who drives massive passion, commitment and engagement-is within your reach. Follow the step-by-step plan in Employee Engagement 2.0 and prepare to be a great place to work.
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.
The Excellence Habit - How Small Changes In Our Mindset Can Make A Big Difference In Our Lives: For All Who Feel Stuck
Vlad Zachary - 2015
There are no magic formulas, shortcuts, or secret sauce. The 7-rules, or 3 steps, or 12 laws that promise to change your life - they won’t help, unless you do the work. You will learn from many, yet the most important steps, you need to take on your own. Over the course of your adult life it is always you, who has the most power. You will not always be in control and nobody is. But you can choose to maximize your effect on this planet, on your loved ones and on your personal fulfillment by building an Excellence Habit. The Excellence Habit also examines the distinction between success and excellence. Success is achieving high goals. Excellence is doing the right thing, even when not driving towards any goal. It is a small mindset shift, which will produce big results. Excellence can and will lead to success. Success, on the other hand, can be the biggest enemy of excellence. More often than not success is measured in social influence, recognition and wealth. For those practicing it faithfully - excellence is its own biggest reward.
An Introduction to Statistical Learning: With Applications in R
Gareth James - 2013
This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.
Supermarketwala: Secrets to Winning Consumer India
Damodar Mall - 2014
Damodar, in Supermarketwala, provides the very basics for the growth of modern retail and consumerism in India, through interesting and carefully studied consumer behaviour, an art that few in his domain possess. Supermarketwala, is intended to be the go-to book for all consumer business enthusiasts and readers alike, who wish to understand how and why we as consumers behave in a certain manner at different places. These insights, which are the analyses of the sector so far, could become the pillars for shaping successful consumer products and retail businesses in the huge consumer economy that India will soon be. Rita, the young bahu, avoids buying personal products from the family grocer. Sonu's breakfast table on a Sunday represents global cuisines. Do you know how it is possible? Where do big corporates and MNC retailers fumble, and what helps simple DMart get its model right? What is Ching's Sercret that is not Knorr's, Maggi's, or Yippie's?
Python for Data Analysis
Wes McKinney - 2011
It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples
Stick Together: A Simple Lesson to Build a Stronger Team
Jon Gordon - 2021
The authors guide individuals and teams on an inspiring journey to show them how to persevere through challenges, overcome obstacles, and create success together.Stick Together follows Coach David, a high school basketball coach looking to motivate his team for the new season. The team members are given sticks with words written on them and tasked with a number of missions:To find another player with the same word written on their stick To explain why that word is important for a team to be their best To render their sticks unbreakable As the players work together to complete their tasks, they discover how to make their team stronger and create an unbreakable bond. Perfect for student athletes and teams in all industries including business, education, healthcare, and nonprofit, and for readers of all ages, Stick Together will resonate with anyone looking to improve their team performance and excel in a group environment.