Unlike some other reproductions of classic texts (1) We have not used OCR(Optical Character Recognition), as this leads to bad quality books with introduced typos. (2) In books where there are images such as portraits, maps, sketches etc We have endeavoured to keep the quality of these images, so they represent accurately the original artefact. Although occasionally there may be certain imperfections with these old texts, we feel they deserve to be made available for future generations to enjoy.

Imagine predicting which customers are thinking about switching to a competitor or flagging potential process failures before they happen Think about the benefits of automating tedious business processes and back-office tasks Consider the competitive advantage of making decisions when you know the most likely future events Machine learning can deliver these and other advantages to your business, and it's never been easier to get started! Machine Learning for Business teaches you how to make your company more automated, productive, and competitive by mastering practical, implementable machine learning techniques and tools. Thanks to the authors' down-to-earth style, you'll easily grok why process automation is so important and why machine learning is key to its success. In this hands-on guide, you'll work through seven end-to-end automation scenarios covering business processes in accounts payable, billing, payroll, customer support, and other common tasks. Using Amazon SageMaker (no installation required!), you'll build and deploy machine learning applications as you practice takeaway skills you'll use over and over. By the time you're finished, you'll confidently identify machine learning opportunities in your company and implement automated applications that can sharpen your competitive edge! Key Features Identifying processes suited to machine learning Using machine learning to automate back office processes Seven everyday business process projects Using open source and cloud-based tools Case studies for machine learning decision making For technically-inclined business professionals or business developers. No previous experience with automation tools or programming is necessary. Doug Hudgeon runs a business automation consultancy, putting his considerable experience helping companies set up automation and machine learning teams to good use. In 2000, Doug launched one of Australia's first electronic invoicing automation companies. Richard Nichol has over 20 years of experience as a data scientist and software engineer. He currently specializes in maximizing the value of data through AI and machine learning techniques.

Supercars are exotic, powerful and expensive. Representing the ultimate in performance, styling and unadulterated driving thrills, a supercar encapsulates the romance, power and freedom of the motor car in one beautifully designed package. Classic Supercars celebrates the incredible machines built in the twentieth century, providing a detailed look at 300 great automobiles from around the world. All the great marques are covered, including Aston Martin, Chevrolet, De Tomaso, Ferrari, Jaguar, Maserati and Porsche. Illustrated with a photograph, each car entry includes detailed specifications, which include all the performance statistics, engine type, transmission, chassis, special features, running gear and dimensions. Packed with information, this handy reference guide is a must for all lovers of these powerful classic machines.

Carefully selected and represented, the plays in this collection showcase both the fantastic and the realistic innovations of Korean dramatists during a time of rapid social and historical change. Stretching from 1962 to 2004, these seven works tackle major subjects, such as the close of the Choson dynasty and the aftermath of the Korean War, while delving into trenchant cultural issues, such as the marginalization of students who rebel against mainstream education and the role of traditional values in a materialistic society.

Longtime scholar of Korea and its vibrant, politically acute theater, Richard Nichols opens with a general overview of modern Korean drama since 1910 and concludes with an appendix describing theater production and audience attendance in Seoul. He chooses works that aren't just for Korean audiences. These texts confront universal themes and situations, tackling the problem of ambition, the trouble with fidelity, and the complexity of sexual and interpersonal relationships.

Nichols situates each work critically, historically, and culturally, including brief biographies of playwrights and extensive notes. A bibliography also provides alternative readings and the titles of additional plays currently available in English. Primed for production, these skillful translations provide Western directors with exciting new material for the stage. At the same time, they offer students and scholars a sophisticated survey of the modern Korean dramatic tradition.