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Mastering Predictive Analytics with R
Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential concepts About This Book Grasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understanding Leveraging the flexibility and modularity of R to experiment with a range of different techniques and data types Packed with practical advice and tips explaining important concepts and best practices to help you understand quickly and easily Who This Book Is For Although budding data scientists, predictive modelers, or quantitative analysts with only basic exposure to R and statistics will find this book to be useful, the experienced...
Mastering Predictive Analytics with R
R offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions in the real world. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems. This book is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process. Each subsequent chapter tackles a particular type of model, such as neural networks, and focuses on the three important questions of how the model works, how to use R to train it, and how to measure and assess its performance using real world data sets. By the end of this book, you will have explored and tested the most popular modeling techniques in use on real world data sets and mastered a diverse range of techniques in predictive analytics.
Portuguese Piano Music
As the first book of its kind, Nancy Lee Harper’s Portuguese Piano Music: An Introduction and Annotated Bibliography fills the gap in the historical record of Portuguese piano music from its start in the 18th century to the present. While although Spanish piano music is well documented owing to the reputation of such composers as Isaac Albéniz, Enrique Granados, and Manuel de Falla, our knowledge of compositions in the tradition of Portuguese piano music has not fared as well, barring the work of Carlos Seixas (1704–1742). This obscurity, however, reflects poorly on the history of early piano music in light of the many compositions written for fortepiano on behalf of the Portuguese cour...
SOCCER WORLD 2011/12
SOCCER WORLD 2011/12 contiene i profili di circa 400 formazioni con anagrafica di oltre 16.000 calciatori distribuiti in 30 campionati tra europei, nord-sudamericani ed asiatici aggiornati alla stagione 2011/12. I dati societari di tutti i club presenti, gli organici delle squadre minuziosamente aggiornati, le disposizioni in campo dei giocatori e tutti i principali movimenti di calciomercato, sono il punto di forza della pubblicazione. La completa analisi statistica della stagione internazionale 2010/11 grazie ai tabellini con i marcatori di tutte le partite giocate unita alle classifiche di Prima e Seconda Divisione di ogni campionato, promozioni e retrocessioni, le coppe nazionali, le presenze e le reti di tutti i giocatori e le statistiche delle ultime 10 stagioni per ogni campionato e le coppe internazionali rendono il tutto qualcosa di completo ed unico nel suo genere. Il tutto contribuisce a rendere questo volume forse il più originale per quanto concerne le squadre di calcio.
Inmortal
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La paloma azul
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Heroes of the Bush
Yet another battalion departs for Mozambique, to fight in a seemingly endless war. It includes a reservist 2nd lieutenant and a private who barely know each other. Having left behind his fiancée, a medical student, the officer indulges in transient passions and reckless behavior. The private, married and with a daughter, struggles to survive in a strange environment, among hostile animals and plants, mined paths, ambushes, scorching sun and blinding fog. Back in Portugal, the officer’s fiancée and the private’s wife survive amidst fear, prejudice, and misery, guided by their natural strength and by love.
Samuel
Samuel Smith has felt lost all his life. The death of his grandfather and parents broke him, left him with a Legacy no one will ever imagine, but when Ruby found an old letter, the past will reveal secrets that should have stayed unrevealed forever. Ruby Rao has been running away since she was a teenager. This time, her children and her life are at risk. She found a safe place in Blue Village, a fresh start that will be in jeopardy the day she met Samuel. He is the type of world she should avoid. Will Ruby be able to stay hidden from her past? Will Samuel be able to protect his family's secrets?
Advances in Design, Music and Arts
This book presents the outcomes of recent endeavors that will contribute to significant advances in the areas of communication design, fashion design, interior design and product design, music and musicology, as well as overlapping areas. Gathering the proceedings of the 7th EIMAD conference, held on May 14–15, 2020, and organized by the School of Applied Arts, Campus da Talagueira, in Castelo Branco, Portugal, it proposes new theoretical perspectives and practical research directions in design and music, while also discussing teaching practices and some areas of intersection. It addresses strategies for communication and culture in a global, digital world, that take into account key individual and societal needs.
