Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data

    These are proven and tested, based on cumulative professional experience from consulting engagements given to global clients, and on the many workshops and seminars I've delivered on various topics. I decided to write <i>Personal Coaching: Influence and Lead !</i> as a stand-alone bonanza, practical book for you to use. <b>Personal Coaching: Influence and Lead ! - A Surefire field guide for individuals and teams, Genuine and proven!</b>*** Learn the power of a support coalition to further your goals and support your endeavors, differentiate between the naysayers and the supporters.*** Do you know whom to address in an Important presentation? Do you talk back at the people sitting in the last rows? I am sure you do! Is it a mistake? Read <i>Personal Coaching: Influence and Lead !</i> and know the answer!Ace your next meeting and interview<h2>Change the stories you tell with <i>Personal Coaching: Influence and Lead !</i></h2>The biggest most challenging obstacle we have to change is?*** If you answer Yourself - you are correct!*** You want to know how to change your self-fulfilling convictions? Don't you? I am sure you do!*** Powerful concepts of the influence the narratives have your life!Liberating yourself from your stories is an extremely powerful exercise! ---------------------------------------------------************* Once you have read Read <i><b>Personal Coaching: Influence and Lead !</b></i>, you will have access to tested concepts that immediately increase performance and ultimately make your life much easier. Thanks again for buying and striving to learn and better yourself.*************---------------------------------------------------<h3> HURRY - to get your copy of <i>Personal Coaching: Influence and Lead ! Fundamentals for Personal and Professional Growth</i>, Scroll up and Click the buy button now!! 100% Satisfaction Guaranteed</h3><h2> More Books by Michael</h2><div style="text-align: center;"><a href="//amazon.com/dp/B00ATJUROG"><... width="150" height="200" alt="Influence Silent Influencing" src="//pnay.co.il/uploads/sapir-cs/Personal Growth Silent Influencing Project management_small.jpg"></img></a>      <a href="//amazon.com/dp/B00B4ZVPQI"><... width="150" height="200" alt="Leadership Effective Teams" src="//pnay.co.il/uploads/sapir-cs/Leadershi...      <a href="//amazon.com/dp/B00E4NO0WI"><... width="150" height="200" alt="Motivational Books Marketing Impossible" src="//pnay.co.il/uploads/sapir-cs/Motivatio...      <a href="//amazon.

    Design for Information critically examines other design solutions —current and historic— helping you gain a larger understanding of how to solve specific problems. This book is designed to help you foster the development of a repertoire of existing methods and concepts to help you overcome design problems. Learn the ins and outs of data visualization with this informative book that provides you with a series of current visualization case studies. The visualizations discussed are analyzed for their design principles and methods, giving you valuable critical and analytical tools to further develop your design process. The case study format of this book is perfect for discussing  the histories, theories and best practices in the field through real-world, effective visualizations. The selection represents a fraction of effective visualizations that we encounter in this burgeoning field, allowing you the opportunity to extend your study to other solutions in your specific field(s) of practice. This book is also helpful to students in other disciplines who are involved with visualizing information, such as those in the digital humanities and most of the sciences.

    As the recent collapse on Wall Street shows, we are often ill-equipped to deal with uncertainty and risk. Yet every day we base our personal and business plans on uncertainties, whether they be next month's sales, next year's costs, or tomorrow's stock price. In The Flaw of Averages, Sam Savage-known for his creative exposition of difficult subjects- describes common avoidable mistakes in assessing risk in the face of uncertainty. Along the way, he shows why plans based on average assumptions are wrong, on average, in areas as diverse as healthcare, accounting, the War on Terror, and climate change. In his chapter on Sex and the Central Limit Theorem, he bravely grasps the literary third rail of gender differences.Instead of statistical jargon, Savage presents complex concepts in plain English. In addition, a tightly integrated web site contains numerous animations and simulations to further connect the seat of the reader's intellect to the seat of their pants.The Flaw of Averages typically results when someone plugs a single number into a spreadsheet to represent an uncertain future quantity. Savage finishes the book with a discussion of the emerging field of Probability Management, which cures this problem though a new technology that can pack thousands of numbers into a single spreadsheet cell.Praise for The Flaw of Averages"Statistical uncertainties are pervasive in decisions we make every day in business, government, and our personal lives. Sam Savage's lively and engaging book gives any interested reader the insight and the tools to deal effectively with those uncertainties. I highly recommend The Flaw of Averages." --William J. Perry, Former U.S. Secretary of Defense"Enterprise analysis under uncertainty has long been an academic ideal. . . . In this profound and entertaining book, Professor Savage shows how to make all this practical, practicable, and comprehensible." ---Harry Markowitz, Nobel Laureate in Economics

    While Lean methodologies were developed in manufacturing environments, many Lean principles can be applied to any kind of business or activity; from software development to accounting systems to household chores.This short book introduces the core concepts of kanban and offers a step by step guide to getting started with kanban.

    In doing so, they considerably enhance this book which continues at its core to be about the subject that Anita and Harsha are best-equipped to write on: Winning!As has been proven many times over, ability is not a major distinguishing factor in success, especially as the level of competition increases. But if you combine your ability with the right attitude and the passion to excel, you too can become the best that you can be; which is indeed what winning is all about and is the universal formula for winning that The Winning Way 2.0 explores.

    You'll soon be able to identify all of the processing steps along the path from raw materials to finished goods for each product and all of the information flows going back from the customer through the plant and upstream to suppliers. With this knowledge in hand it is much easier to envision a "future state" for each product family in which wasteful actions are eliminated and production can be pulled smoothly ahead by the customer.In plain language and with detailed drawings, this workbook explains everything you will need to know to create accurate current-state and future- state maps for each of your product families and then to turn the current state into the future state rapidly and sustainably.In "Learning to See" you will find:A foreword by Jim Womack and Dan Jones explaining the need for this tool.An introduction by Mike Rother and John Shook describing how they discovered the mapping tool in their study of Toyota.Guidance on identifying your product families.A detailed explanation of how to draw a current-state map.A practice case permitting you to draw a current-state map on your own, with feedback from Mike and John in the appendix on how you did.A detailed explanation of how to draw a future-state map.A second practice case permitting you to draw a future-state map, with "the answer" provided in the appendix.Guidance on how to designate a manager for each value stream.Advice on breaking implementation into easy steps.An explanation of how to use the yearly value stream plan to guide each product family through successive future states.More than 50,000 copies of "Learning to See" have been sold in the past two years. Readers from across the world report that value stream mapping has been an invaluable tool to start their lean transformation and to make the best use of kaizen events.

    But often, a company's published accounts offer clues to impending disaster, providing you know where to look. Through the forensic examination of more than 20 recent stock market disasters, Tim Steer reveals how companies hide or disguise worrying facts about the robustness of their business. In his lively style, he looks at the themes that underlie the ways companies hide the truth and he stresses that in an assessment of a company's accounts, investors should always bear in mind that the only fact is cash; everything else - profit, assets, etc - is a matter of opinion. Full of invaluable lessons for investors, the book concludes with some trenchant observations on what is wrong in the worlds of investment, audit and financial regulation, and what changes should be introduced.

    This manual contains fully worked-out solutions to all of the odd-numbered exercises in the text, giving students a way to check their answers and ensure that they took the correct steps to arrive at an answer.

    The way we think about leadership, for instance, has shifted radically from the genius of great entrepreneurs like Rockefeller, Carnegie and Ford, through leadership as a science, leadership that releases human potential, the leader as strategist and warrior, customer champion, globalist and shareholder advocate, to, more recently, leadership as stewardship of the environment. Hundreds of models have been developed to track, measure and forecast business solutions, but as fashions shift how can we apply them in real organizations that have to succeed outside the classroom? 10 Management Models is taken from the book, 100+ Management Models by the same authors.

    Not a product of the formal education system, Dhirubhai was known for his astute business acumen and entrepreneurial prowess. No wonder Dhirubhai's business philosophy was quite different from his contemporaries. This book is not about Dhirubhai's life, or how Dhirubhai went about building his business empire. Dhirubhaism is an attempt to capture those unique insights that Dhirubhai shared with the author in several interations during their long association. The 15 Dhirubhaisms put together bring out the work philosophy of Dhirubhai and give us a glimpse into the remarkable thinking process and practices of one of India's most successful entrepreneurs.

    It had always been her dream to open a cafe on the beach and it was finally becoming a reality - until her husband disappeared into thin air. No calls, notes or clues as to where he went. Now days before the cafe’s opening, a private investigator notifies Jaymee that her husband's disappearance isn’t by mistake and the cafe, along with her life, is part of something much bigger. As more dark secrets start coming to light, Jaymee must act fast to uncover truths and figure out how to save her dream, family and the cafe.With the help of her loving daughter and a handsome investigator, ideas start coming together and the journey to save the cafe begins.Unexpected secrets, new romances and faith create an adventure Jaymee never could have dreamed of. Before the time Spring ends, relationships are strengthened, truths are discovered, and love is renewed in more ways than one.

    Levitt's and Stephen J. Dubner's book. This is a summary of Steven D. Levitt's and Stephen J. Dubner's book. It provides a detailed and concise description of their books' content, key ideas and facts. In Think Like a Freak, economist Steven Levitt and journalist Stephen Dubner advice how to master the economic way of thinking described in their previous bestsellers. To say it briefly, thinking like a Freak means being willing to think outside the box. The book offers advice, which may be useful to those who want to make better decisions and achieve better results when dealing with minor issues or major worldwide reforms. The kind of thinking, which is promoted in the book, is inspired by the economic approach. The economic approach is both simpler and broader than merely focusing on the economy. It claims to be independent of ideology, and it uses data in order to understand how the world works, how incentives thrive, how resources are distributed, and what prevents people from getting those resources. --------------------- Book summaries published by Brief, Concise and to the Point Publishing are designed to keep readers up to date and knowledgeable regarding new and significant books. Book summaries are perfect for people, especially busy professionals, who do not have the time to read books in their entirety. The main benefits of reading book summaries published by Brief, Concise and to the Point Publishing: 1. Our book summaries help you save your time and money. Instead of spending days or even weeks reading an important book, simply take one or two hours to read our concise book summary. It will introduce you to the book's primary content, ideas, arguments and facts. It will also help you decide whether it is worthwhile to invest your time and money in the entire book. 2. Our book summaries are truly comprehensive. Some other publishers' superficial book summaries do not exceed 15 to 20 pages, although they are presented as lengthy summaries. Our extensive book summaries include all the essential information you need to know. 3. Our books help you retain more information pertaining to the book's content. Academic studies have proven that people retain more of what they read in a summary as compared with what they remember after reading a book. Please note that according to the U.S. copyright law, the ideas and facts presented in books, as well as book titles, are not protected by copyright law.

    He’s miserable because the woman he was planning on marrying has dumped him.He’s now worried that with his A-list celebrity status he won’t find a woman who genuinely loves him. Ruby devises a plan to disguise Steve, so that he is unrecognisable as the famous Hollywood actor, in a hope to help him find true love. It worked for Clark Kent, right?As Steve searches for his not-so-perfect woman and has a taste of normality, his relationship develops with his sister. But will he find the right woman before he has to head back to his real life in Hollywood?

    However, he has discovered that "being successful" is only part of life's challenge. Success is very often a short-lived high. People arrive at the goal line in life, look into the end zone and discover that it contains many of the things that money will buy, but it contains very little of what money won't buy. Zig believes that yes, success is worth it, but it is not enough. The next step is to move from success into significance. In A View from the Top Zig will teach you: to bring in spiritual dimention in all areas of your life the power of giving others a hand up, not just a hand out to make radical changes with minute steps to develop a wall of gratitude to combine your mission and your vision A View from the Top will help you achieve success and significance, so when you reach the top you'll find the view simply magnificent.