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This textbook teaches underlying mathematics, terminology, and programmatic skills to implement, test, and apply machine learning to real-world problems. Exercises with field data, including well logs and weather measurements, prepare and encourage readers to begin using software to validate results and program their own creative data solutions. As the size and complexity of data soars exponentially, machine learning (ML) has gained prominence in applications in geoscience and related fields. ML-powered technology increasingly rivals or surpasses human performance and fuels a large range of leading-edge research. This textbook teaches the underlying mathematics, terminology, and programmatic...
Cualquiera que sepa que las microempresas en Medellín, actualmente suman cerca de 95.000 -algo así como el 96% del tejido empresarial-, y que generan alrededor del 50% del empleo de la ciudad, le interesará este libro. La razón es simple: en él se ofrecen modos muy concretos, no sólo de conservarlas sino de fortalecerlas. Haga el lector el siguiente ejercicio: cierre los ojos e imagine qué le ocurriría a la ciudad y a miles de sus familias si por algún albur, todas -o la mayoría- de las microempresas desaparecieran de repente. Seguramente lo que vería, no sería agradable, entonces abra los ojos y dispóngase a leer esta obra.
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Offers a comprehensive, region-wide analysis of the politics of taxation in Latin America to make reforms politically palatable and sustainable.
"Forgotten Peace examines Colombian society's attempt to move beyond the Western Hemisphere's worst mid-century conflict and how that effort molded notions of belonging and understandings of the past. In this book, Robert A. Karl reconstructs encounters between government officials, rural peoples, provincial elites, and urban intellectuals during a crucial conjuncture that saw reformist optimism transform into alienation. In addition to offering a sweeping reinterpretation of Colombian history--including the most detailed account of the origins of the FARC insurgency in any language--Karl provides a Colombian vantage on global processes of democratic transition, development, and memory formation in the 1950s and 1960s. Sweeping in scope, Forgotten Peace challenges contemporary theories of violence in Latin America."--Provided by publisher.
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