This book is about Data Analytics. In that respect, it is like others. What distinguishes it from the rest is the variety of open-source tool applications. This book incorporates the use of R Studio, Python, SAS Studio (University Edition), and KNIME. This book is also about manipulating Big Data. Apache Hadoop on Hortonworks Sandbox is introduced and we manage, move, handle, and transform data using Apache Hive, Apache Spark, MapReduce and TEZ, with terminal shell commands and Ambari. We show you how to set up a virtual machine in Microsoft Azure. We then use the data in later chapters for modeling. We cover Descriptive Modeling and Predictive. The content includes Support Vector Machines, Decision Tree learning, Random Forests, Naive and Empirical Bayes, Gradient Boosting, Cluster Modeling, Generalized Linear Models, Logistic Regression, and Artificial Neural Networks. Every chapter includes completely worked examples using one or more open-source tools.

Do you feel overwhelmed by the AI wave? Worried that it could cost you your job, harm your business, or even take over? AI has pervaded our lives and is aggressively disrupting business. No person today can afford to ignore AI.

Age of Agency is your companion, helping you leverage AI's capabilities to power your productivity and success. By understanding AI, you will learn to use it as a tool for personal career growth and business success.

Former Microsoft executive Kerushan Govender demystifies AI, emphasising the importance of human agency. Reconnect with the needs of humanity and learn the importance of care as a differentiator in an AI world. Avoid the potential pitfalls of excessive reliance on the technology.

Age of Agency is a blueprint for ensuring human agency outpaces computer agency. It boldly pits the limits of machine learning against the infinity of human ability. With this survival guide, you’ll uncover ways to connect with humanity on a deeper level, going beyond anything AI can do.

Ready to become AI-savvy, with your humanity as your differentiator? Dive into the future with the confidence to ride the wave of today’s AI revolution.

Appointed by George W. Bush as the chairman of the Federal Deposit Insurance Corporation (FDIC) in 2006, Sheila Bair witnessed the origins of the financial crisis and in 2008 became--along with Hank Paulson, Ben Bernanke, and Timothy Geithner--one of the key public servants trying to repair the damage to the global economy. "Bull by the Horns" is her remarkable and refreshingly honest account of that contentious time and the struggle for reform that followed and continues to this day.

The general store in late-nineteenth-century America was often the economic heart of a small town. Merchants sold goods necessary for residents' daily survival and extended credit to many of their customers; cash-poor farmers relied on merchants for their economic well-being just as the retailers needed customers to purchase their wares. But there was more to this mutual dependence than economics. Store owners often helped found churches and other institutions, and they and their customers worshiped together, sent their children to the same schools, and in times of crisis, came to one another's assistance.

For this social and cultural history, Linda English combed store account ledgers from the 1870s and 1880s and found in them the experiences of thousands of people in Texas and Indian Territory. Particularly revealing are her insights into the everyday lives of women, immigrants, and ethnic and racial minorities, especially African Americans and American Indians.

A store's ledger entries yield a wealth of detail about its proprietor, customers, and merchandise. As a local gathering place, the general store witnessed many aspects of residents' daily lives--many of them recorded, if hastily, in account books. In a small community with only one store, the clientele would include white, black, and Indian shoppers and, in some locales, Mexican American and other immigrants. Flour, coffee, salt, potatoes, tobacco, domestic fabrics, and other staples typified most purchases, but occasional luxury items reflected the buyer's desire for refinement and upward mobility. Recognizing that townspeople often accessed the wider world through the general store, English also traces the impact of national concerns on remote rural areas--including Reconstruction, race relations, women's rights, and temperance campaigns.

In describing the social status of store owners and their economic and political roles in both small agricultural communities and larger towns, English fleshes out the fascinating history of daily life in Indian Territory and Texas in a time of transition.

In this study, author Jayson Reeves examines the role that monopolies and market-controlling businesses play in the United States, considering the good, bad, and more complex aspects involved.

Drawing on his experiences as a former partner in a civil engineering firm, he takes a bird's-eye view of the key people, businesses, and regulatory agencies that have played major roles in government and industry. Unlike some other writers, he doesn't overlook the positive part that government-owned public utilities and other monopolies have played.

The anti-trust era, infrastructure, international markets, and other factors have had major effects on the big businesses and enterprises of today. It's important to understand how they interact-especially with the emergence of the Internet, which has challenged notions about how the competitive landscape may change in the future.

Get the insights and knowledge you need to participate in a continuing conversation about ways to make business fair, safe, and productive. If we want to preserve the Constitution and our social values, we must maintain the integrity of "American Monopology."

In this book we make the case for the genesis of the problem being that many CEOs are not operating under a "fair and reasonable value exchange" with the organization that they work for, and that there are very clear reasons why that is the case. We know you will gain insight from this book finding new ways to view, consider, and reframe your approach to CEO (and other executive) employment relationships consisting of compensation programs and contracts using the all-important concept of value exchange. This book reveals a Principled Approached developed by consultants of Grahall, LLC, guiding the reader through the use of appropriate tools and well thought out processes, for a uniquely effective result.

Manuel Castells - one of the world's pre-eminent social scientists - has drawn together a stellar group of contributors to explore the patterns and dynamics of the network society in its cultural and institutional diversity. The book analyzes the technological, cultural and institutional transformation of societies around the world in terms of the critical role of electronic communication networks in business, everyday life, public services, social interaction and politics. The contributors demonstrate that the network society is the new form of social organization in the Information age, replacing the Industrial society. The book analyzes processes of technological transformation in interaction with social culture in different cultural and institutional contexts: the United States of America, the United Kingdom, Finland, Russia, China, India, Canada, and Catalonia. The topics examined include business productivity, global financial markets, cultural identity, the uses of the Internet in education and health, the anti-globalization movement, political processes, media and identity, and public policies to guide technological development. Taken together these studies show that the network society adopts very different forms, depending on the cultural and institutional environments in which it evolves. The Network Society is an outstanding and original volume of direct interest in academia - particularly in the fields of social sciences, communication studies, and business schools - as well as for policymakers engaged in technological policy and economic development. Business and management experts will also discover much of value to them within this book.