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This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines.The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches

"Japan's contemporary struggle with low fertility rates is a well-known issue, as are the country's efforts to bolster their population in order to address attendant socio-economic challenges. However, though this anxiety about and discourse around population is thought of as relatively recent phenomenon, government and medical intervention in reproduction and fertility are hardly new in Japan. The "population problem (jinko mondai)" became a buzzword in the country over a century ago, in the 1910s, with a growing call among Japanese social scientists and social reformers to solve what were seen as existential demographic issues. In this book, Sujin Lee traces the trajectory of population discourses in Interwar and Wartime Japan, and positions them as a critical site where competing visions of modernity came into tension. Lee destabilizes the essentialized notions of motherhood and population by dissecting gender norms, modern knowledge, and government practices, each of which played a crucial role in valorizing, regulating, and mobilizing women's maternal bodies and responsibilities in the name of population governance. Bringing a feminist perspective and Foucauldian theory to bear on the history of Japan's wartime scientific fascism, Lee shows how anxieties over demographics have undergirded justifications for ethno-nationalism and racism, colonialism and imperialism, and gender segregation for much of Japan's modern history."

"The impetus for so many decisions about British foreign policy comes from a desire to maintain lieutenant rank in the Washington hierarchy. But British leaders and defence specialists tend to dislike seeing Britain framed by American power. A great effort is required to clear away the build-up of irrelevant, nostalgic detritus around 'Global Britain'. Stevenson looks at the infrastructure of a US world order re-energised by Russia's invasion of Ukraine and fits the UK into the picture without the usual euphemisms"--

"We live in a period of leadership in crisis. At home, we sense that unqualified and irresponsible individuals are being elevated to positions of power, while across the globe, strong men leaders consolidate their hold on governance. How have we arrived at this point? And how can we correct our course? For the past decade, Moshik Temkin has challenged his students at Harvard University's Kennedy School of Government to grapple with the nature of leadership throughout history as part of his wildly popular course "On Leaders and Leadership." Now, in Warriors, Rebels and Saints, Temkin refashions the classroom for a wider audience. Using art and literature to illustrate the drama of the past, Temkin considers how leaders have made decisions in the most difficult circumstances-from the dictatorship of Rafael Trujillo and the anticolonial wars of the 20th century to the civil rights movement and the horrors of the Vietnam War-and how we can evaluate those decisions and draw lessons for today"--