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This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy...
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
The World Health Organization's Global Technical Strategy for Malaria 2016- 2030 has been developed with the aim to help countries to reduce the human suffering caused by the world's deadliest mosquito-borne disease. Adopted by the World Health Assembly in May 2015 it provides comprehensive technical guidance to countries and development partners for the next 15 years emphasizing the importance of scaling up malaria responses and moving towards elimination. It also highlights the urgent need to increase investments across all interventions - including preventive measures diagnostic testing treatment and disease surveillance- as well as in harnessing innovation and expanding research. By adopting this strategy WHO Member States have endorsed the bold vision of a world free of malaria and set the ambitious new target of reducing the global malaria burden by 90% by 2030. They also agreed to strengthen health systems address emerging multi-drug and insecticide resistance and intensify national cross-border and regional efforts to scale up malaria responses to protect everyone at risk.
The World malaria report 2014 summarizes information received from 97 malaria endemic countries and other sources and updates the analyses presented in 2013. It assesses global and regional malaria trends highlights progress made towards global targets and describes opportunities and challenges in controlling and eliminating the disease. Most of the data presented in this report are for 2013.
Showcasing the expertise of top-tier specialists who contributed to the newly released guidelines for the care of thrombosis in cancer patients, this exciting guide was written and edited by members of the American Society of Clinical Oncology panel, (ASCO), on the prevention and treatment of cancer-associated thrombosis, among others, and provides
The seventh in a series of annual reports investigating the regulations that enhance business activity and those that constrain it, 'Doing Business' presents quantitative indicators on business regulations and the protection of property rights that can be compared across 183 economies--from Afghanistan to Zimbabwe--and over time. Regulations affecting 10 stages of a business's life are measured: starting a business, dealing with construction permits, employing workers, registering property, getting credit, protecting investors, paying taxes, trading across borders, enforcing contracts and closing a business. Data in 'Doing Business 2010' are current as of June 1, 2009. The indicators are used to analyze economic outcomes and identify what reforms have worked, where and why.
After a century of ruling Hell, the devil's daughter, Cecilia Harrow, escapes the confines of the underworld seeking safety and a normal life.
This seventh book in the series of Success in Academic Surgery look to sustain the field and facilitate the next generation of leaders in Academic Global Surgery. It brings together a catalogue of current knowledge, needs, and pathways to a career in the field. Academic Global Surgery involves educational, research and clinical collaborations between academic humanitarian surgeons in high-income countries (HIC), their low and middle-income country (LMIC) partners and their respective academic institutions. The goal of these collaborations is improving understanding of surgical disease, and increasing access to and capacity for surgical care in resource-poor regions. In the last few years, th...