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The rollicking true story of a 1930s version of Bernie Madoff—and the building and loan crash he helped precipitate—in a wonderful work of narrative nonfiction by the Gustavus Myers book award winnerShortfall opens with a surprise discovery in an attic—boxes filled with letters and documents hidden for more than seventy years—and launches into a fast-paced story that uncovers the dark secrets in Echols’s family—an upside-down version of the building and loan story at the center of Frank Capra’s 1946 movie, It’s a Wonderful Life. In a narrative filled with colorful characters and profound insights into the American past, Shortfall is also the essential backstory to more recent financial crises, from the savings and loan debacle of the 1980s and 1990s to the subprime collapse of 2008. Shortfall chronicles the collapse of the building and loan industry during the Great Depression—a story told in microcosm through the firestorm that erupted in one hard-hit American city during the early 1930s. Over a six-month period in 1932, all four of the building and loan associations in Colorado Springs, Colorado, crashed in an awful domino-like fashion, leaving some of the town’s citizens destitute. The largest of these associations was owned by author Alice Echols’s grandfather, Walter Davis, who absconded with millions of dollars in a case that riveted the national media. This book tells the dramatic story of his rise and shocking fall.

Explore the adoption of chatbots in business by focusing on the design, deployment, and continuous improvement of chatbots in a business, with a single use-case from the banking and insurance sector. This book starts by identifying the business processes in the banking and insurance industry. This involves data collection from sources such as conversations from customer service centers, online chats, emails, and other NLP sources. You’ll then design the solution architecture of the chatbot. Once the architecture is framed, the author goes on to explain natural language understanding (NLU), natural language processing (NLP), and natural language generation (NLG) with examples. In the next sections, you'll design and implement the backend framework of a typical chatbot from scratch. You will also explore some popular open-source chatbot frameworks such as Dialogflow and LUIS. The authors then explain how you can integrate various third-party services and enterprise databases with the custom chatbot framework. In the final section, you'll discuss how to deploy the custom chatbot framework on the AWS cloud.By the end of Building an Enterprise Chatbot, you will be able to design and develop an enterprise-ready conversational chatbot using an open source development platform to serve the end user.What You Will LearnIdentify business processes where chatbots could be usedFocus on building a chatbot for one industry and one use-case rather than building a ubiquitous and generic chatbot Design the solution architecture for a chatbotIntegrate chatbots with internal data sources using APIsDiscover the differences between natural language understanding (NLU), natural language processing (NLP), and natural language generation (NLG) Work with deployment and continuous improvement through representational learningWho This Book Is ForData scientists and enterprise architects who are currently looking to deploy chatbot solutions to their business.

Three friends descend upon an art auction in search of some excitement. Mike Mackenzie-retired software mogul, bachelor and fine art enthusiast-wants something that money can't buy. Fellow art-lover Allan Cruickshank is bored with his banking career and burdened by a painful divorce. And Robert Gissing, an art professor, is frustrated that so many paintings stay hidden in corporate boardrooms, safes and private apartments. After the auction-and a chance encounter with crime boss Chib Calloway-Robert and Allan suggest the "liberation" of several paintings from the National Gallery, hoping Mike will dissuade them. Instead, he hopes they are serious.As enterprising girlfriends, clever detectives, seductive auctioneers and a Hell's Angel named Hate enter the picture, Ian Rankin creates a highly-charged thriller, a fast-pasted story of second guesses and double crosses that keep changing the picture, right until the harrowing finish.

This covers such diverse aspects as Texas fever, banking, railroad building, meat packing, cattle breeding and the pros and cons of open range system. From the 1940 reprint edited by Ralph Bieber.

"We know who you are! Can your current bank say that? We pride ourselves on providing unparalled service to all of our customers. We're looking forward to banking with YOU!" In the small town of Montgomery, Arizona, Kyle Decker's book shop is barely breaking even. When a bank opens in the empty storefront next door, he hopes the new establishment will bring in more foot traffic. Trouble is, nobody has ever heard of The First People's Bank, and the local branch has appeared mysteriously overnight. Their incentives for new customers seem reasonable... at first. But is it a coincidence when Kyle's wife has her identity stolen, and his son receives emails that seem to know his private thoughts? Or when the manager of a competing financial institution dies a gruesome death? Soon, if people in Montgomery, Arizona, want to buy a new car or home, or if they need a small business loan, they have no choice but to work with The First People's Bank. As The Bank makes increasingly bizarre demands on its customers, it becomes clear the town may be in too deep... and the penalty for an early withdrawl is too terrifying to imagine. With his latest original novel, Bentley Little's dark, razor-sharp satire takes on the worst practices of our banking industry, and you'll never look at your loan officer the same way again.