Bursting The Big Data Bubble

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Bursting the Big Data Bubble : The Case for Intuition-Based Decision Making

Computers

Author - Jay Liebowitz
Publisher - CRC Press
Pages - 351
ISBN - 1482228858


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Detail - As we get caught up in the quagmire of Big Data and analytics, it remains critically important to be able to reflect and apply insights, experience, and intuition to your decision-making process. In fact, a recent research study at Tel Aviv University found that executives who relied on their intuition were 90 percent accurate in their decisions. Bursting the Big Data Bubble: The Case for Intuition-Based Decision Making focuses on this intuition-based decision making. The book does not discount data-based decision making, especially for decisions that are important and complex. Instead, it emphasizes the importance of applying intuition, gut feel, spirituality, experiential learning, and insight as key factors in the executive decision-making process. Explaining how intuition is a product of past experience, learning, and ambient factors, the text outlines methods that will help to enhance your data-driven decision-making process with intuition-based decision making. The first part of the book, the "Research Track", presents contributions from leading researchers worldwide on the topic of intuition-based decision making as applied to management. In the second part of the book, the "Practice Track," global executives and senior managers in industry, government, universities, and not-for-profits present vignettes that illustrate how they have used their intuition in making key decisions. The research part of the book helps to frame the problem and address leading research in intuition-based decision making. The second part then explains how to apply these intuition-based concepts and issues in your own decision-making process.

Big Data and Learning Analytics in Higher Education : Current Theory and Practice

Education

Author - Ben Kei Daniel
Publisher - Springer
Pages - 272
ISBN - 3319065203


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Detail - ​This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning​. Big data refers to data which is fundamentally too big and complex and moves too fast for the processing capacity of conventional database systems. The value of big data is the ability to identify useful data and turn it into useable information by identifying patterns and deviations from patterns​.

The Analytics Revolution : How to Improve Your Business By Making Analytics Operational In The Big Data Era

Business & Economics

Author - Bill Franks
Publisher - John Wiley & Sons
Pages - 304
ISBN - 111887367X


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Upgrading Leadership's Crystal Ball : Five Reasons Why Forecasting Must Replace Predicting and How to Make the Strategic Change in Business and Public Policy

Business & Economics

Author - Jeffrey C. Bauer
Publisher - CRC Press
Pages - 168
ISBN - 1466554037


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Detail - Clearly, concisely, and with many examples from public and private enterprise, Upgrading Leadership’s Crystal Ball shows why predictions are usually wrong and presents a better way to look at the future—forecasting. This book is essential-reading for anyone who needs to make the best possible strategic decisions for moving an organization forward in today’s rapidly changing environment. Dr. Bauer supplies an insightful comparison of the two mainstream approaches for looking ahead. Although predicting and forecasting are usually used as synonyms for a single process, they are conceptually and methodologically quite different. He explains why everyday failure to operationalize these differences robs us of power to envision and pursue good futures, especially when we are headed in the wrong direction. Readers will learn the real-world value of distinguishing between predicting (extrapolating historical trends) and forecasting (estimating the probabilities of possibilities). Following a description of predictive modeling and a discussion of five reasons why it fails so often in current applications, Dr. Bauer explains the superiority of forecasting and how to do it. To complete readers’ understanding of the many compelling reasons for making the shift from predicting to forecasting, Upgrading Leadership’s Crystal Ball presents a practical approach to strategic planning in unpredictable times. It concludes with an analysis of the future of big data and its likely impact on the future. Dr. Bauer is uniquely qualified to write this important book; he is trained in both predicting (economics) and forecasting (meteorology). Author of more than 250 publications, he is internationally recognized not only for long-term success in foretelling the future of medical science and health care, but also for successful innovations to create a better delivery system. This book distills the lessons garnered over his 40 year career as economist and futurist into a guide that other leaders can use to avoid problems and create better options in any realm. The book includes a foreword by Dr. Stan Gryskiewicz, author of Positive Turbulence.

A Guide to Publishing for Academics : Inside the Publish or Perish Phenomenon

Business & Economics

Author - Jay Liebowitz
Publisher - CRC Press
Pages - 223
ISBN - 1482256274


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Detail - Most academics still wrestle with the "publish or perish" phenomenon. Based on Dr. Liebowitz’s 25 years serving as the editor-in-chief of a leading international journal, along with insights from some of the most knowledgeable journal editors, this book shares key lessons learned to help new professors, doctoral students, and practitioner–scholars increase their chances of being published in selective, refereed international journals. It focuses on the key practices needed to ensure journal publication, with interesting cases and helpful tips sprinkled throughout the book. A Guide to Publishing for Academics provides useful knowledge from leading journal editors of both traditional and online journals, as well as various tiers of journals. Although the focus is mainly in the business and IT areas, much of the guidance provided can cross into other fields. The book contains interesting vignettes and do’s and don’ts so that potential authors can understand what goes on behind the scenes once the manuscript arrives on the journal editor’s desk. The book provides constructive guidance on choosing what and where to publish, what to consider when writing a title for a paper, how to prepare and submit journal manuscripts, and how to position a paper for publication. It also has valuable information for current and future journal editors, including models of editing and editorial boards, editorial coaching advice, and editing smart practices. With the information in this book, the next generation of academics and practitioner–scholars will be well equipped to overcome the publish or perish phenomenon.

When the Bubble Bursts : Surviving the Canadian Real Estate Crash

Business & Economics

Author - Hilliard MacBeth
Publisher - Dundurn
Pages - 272
ISBN - 1459742052


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Detail - A newly updated edition for the fast-changing real estate market in Canada! Over the last two decades Canadians have become convinced that real estate is the “safe haven” investment. This widely held belief and obsession with real estate led millions of Canadians to take on massive amounts of debt — tripling their collective financial burden — ensuring that Canada is one of the most indebted nations on the planet. Drawing on dozens of interviews and even more conversations with individual Canadians and couples, this second edition also tackles the economic conditions and regulatory rules that allowed such a dangerous situation to develop in Canada, formerly a nation of conservative and prudent citizens. Hilliard MacBeth argues that Canada is in the midst of an unprecedented real estate bubble and that there will soon be a crash in house prices, triggering a financial crisis. Individual Canadians and families can still take action to protect themselves from the fallout of the bubble bursting — if they act quickly.

Gold Bubble : Profiting From Gold's Impending Collapse

Business & Economics

Author - Yoni Jacobs
Publisher - John Wiley & Sons
Pages - 288
ISBN - 1118283090


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Detail - How do TV shows, vending machines, Chinese taxi companies, and a former UK prime minister point to a gold bubble that is about to burst? Many investors consider gold a "safe haven" that will shelter them from recessions, falling markets, and the depreciating value of currency. Many fail to realize, however, that investing in gold at these levels is extremely risky. "We Buy Gold" stores line busy streets, gold miners are no longer protecting themselves from a potential drop in prices, and gold is even being sold in vending machines. All this points to one thing: a gold bubble has formed and will collapse very soon, hurting investors, funds, and banks. In Gold Bubble: Profiting From Gold's Impending Collapse, Yoni Jacobs looks at how you can protect yourself. Presenting an in-depth analysis of gold dating back over a hundred years, the book explores the structural factors that have allowed gold to form a bubble, why an investor psychology of fear and greed is leading to extremely speculative behavior, why gold will fall during an upcoming recession, what effect the dollar and the stock market will have on the future of gold prices, and how to profit from a gold collapse while the majority of investors lose out. There are plenty of warning signs that gold is about to decline and this book will help you to get ready Gold Bubble is the only book to argue that a gold bust is coming, going head-to-head with the herd mentality Filled with practical advice on how to protect yourself and even profit from gold's collapse by being prepared for what's ahead With gold prices up over 2,500 percent since 1970, and more than 600 percent since 1999, a bubble has formed and is on the verge of bursting. But until now, no one has been willing to publicly bet against the universal currency. With Gold Bubble you are ready to meet this challenge head on, and take advantage of what other investors won't even acknowledge.

Doing Data Science : Straight Talk from the Frontline

Computers

Author - Cathy O'Neil, Rachel Schutt
Publisher - "O'Reilly Media, Inc."
Pages - 408
ISBN - 144936389X


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Detail - Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

The Higher Education Bubble :

Education

Author - Glenn H. Reynolds
Publisher - Encounter Books
Pages - 48
ISBN - 1594036667


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Detail - America is facing a higher education bubble. Like the housing bubble, it is the product of cheap credit coupled with popular expectations of ever-increasing returns on investment, and as with housing prices, the cheap credit has caused college tuitions to vastly outpace inflation and family incomes. Now this bubble is bursting. In this Broadside, Glenn Harlan Reynolds explains the causes and effects of this bubble and the steps colleges and universities must take to ensure their survival. Many graduates are unable to secure employment sufficient to pay off their loans, which are usually not dischargeable in bankruptcy. As students become less willing to incur debt for education, colleges and universities will have to adapt to a new world of cost pressures and declining public support.

The Big Short: Inside the Doomsday Machine (movie tie-in) :

Business & Economics

Author - Michael Lewis
Publisher - W. W. Norton & Company
Pages - 320
ISBN - 0393353168


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Detail - The #1 New York Times bestseller—Now a Major Motion Picture from Paramount Pictures From the author of The Blind Side and Moneyball, The Big Short tells the story of four outsiders in the world of high-finance who predict the credit and housing bubble collapse before anyone else. The film adaptation by Adam McKay (Anchorman I and II, The Other Guys) features Academy Award® winners Christian Bale, Brad Pitt, Melissa Leo and Marisa Tomei; Academy Award® nominees Steve Carell and Ryan Gosling. When the crash of the U.S. stock market became public knowledge in the fall of 2008, it was already old news. The real crash, the silent crash, had taken place over the previous year, in bizarre feeder markets where the sun doesn’t shine and the SEC doesn’t dare, or bother, to tread. Who understood the risk inherent in the assumption of ever-rising real estate prices, a risk compounded daily by the creation of those arcane, artificial securities loosely based on piles of doubtful mortgages? In this fitting sequel to Liar’s Poker, Michael Lewis answers that question in a narrative brimming with indignation and dark humor.

Neoclassical Finance :

Business & Economics

Author - Stephen A. Ross
Publisher - Princeton University Press
Pages - 120
ISBN - 9781400830206


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Detail - Neoclassical Finance provides a concise and powerful account of the underlying principles of modern finance, drawing on a generation of theoretical and empirical advances in the field. Stephen Ross developed the no arbitrage principle, tying asset pricing to the simple proposition that there are no free lunches in financial markets, and jointly with John Cox he developed the related concept of risk-neutral pricing. In this book Ross makes a strong case that these concepts are the fundamental pillars of modern finance and, in particular, of market efficiency. In an efficient market prices reflect the information possessed by the market and, as a consequence, trading schemes using commonly available information to beat the market are doomed to fail. By stark contrast, the currently popular stance offered by behavioral finance, fueled by a number of apparent anomalies in the financial markets, regards market prices as subject to the psychological whims of investors. But without any appeal to psychology, Ross shows that neoclassical theory provides a simple and rich explanation that resolves many of the anomalies on which behavioral finance has been fixated. Based on the inaugural Princeton Lectures in Finance, sponsored by the Bendheim Center for Finance of Princeton University, this elegant book represents a major contribution to the ongoing debate on market efficiency, and serves as a useful primer on the fundamentals of finance for both scholars and practitioners.

The Carbon Bubble : What Happens to Us When It Bursts

Business & Economics

Author - Jeff Rubin
Publisher - Vintage Canada
Pages - 320
ISBN - 0345814703


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Detail - For the first time at book length, bestselling author and economist Jeff Rubin addresses Canada's national economic future - and the financial security of all Canadians. Since 2006 and the election of the first Harper government, the vision of Canada's future as an energy superpower has driven the political agenda, as well as the fast-paced development of Alberta's oil sands and the push for more pipelines across the country to bring that bitumen to market. Anyone who objects is labeled a dreamer, or worse--an environmentalist: someone who puts the health of the planet ahead of the economic survival of their neighbours. In The Carbon Bubble, Jeff Rubin compellingly shows how Harper's economic vision for the country is dead wrong. Changes in energy markets in the US - where domestic production is booming while demand for oil is shrinking - are quickly turning Harper's dream into an economic nightmare. The same trade and investment ties to oil that pushed the Canadian dollar to record highs are now pulling it down, and the Toronto Stock Exchange, one of the most carbon-intensive stock indexes in the world - with over 25 percent market capitalization in oil and gas alone - will be increasingly exposed to the rest of the world's efforts to reduce carbon emissions. Rubin argues that there is a lifeline to a better future. The very climate change that will leave much of the country's carbon unburnable could at the same time make some of Canada's other resource assets more valuable: our water and our land. In tomorrow's economy, he argues, Canada won't be an energy superpower, but it has the makings of one of the world's great breadbaskets. And in the global climate that the world's carbon emissions are inexorably creating, food will soon be a lot more valuable than oil.