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Master machine learning techniques with R to deliver insights for complex projects About This Book Get to grips with the application of Machine Learning methods using an extensive set of R packages Understand the benefits and potential pitfalls of using machine learning methods Implement the numerous powerful features offered by R with this comprehensive guide to building an independent R-based ML system Who This Book Is For If you want to learn how to use R's machine learning capabilities to solve complex business problems, then this book is for you. Some experience with R and a working knowledge of basic statistical or machine learning will prove helpful. What You Will Learn Gain deep insi...
Make the most of R's dynamic capabilities and implement web applications with Shiny About This Book Present interactive data visualizations in R within the Shiny framework Construct web dashboards in a simple, intuitive, but fully flexible environment Apply your skills to create a real-world web application with this step-by-step guide Who This Book Is For If you are a data scientist who needs a platform to show your results to a broader audience in an attractive and visual way, or a web developer with no prior experience in R or Shiny, this is the book for you. What You Will Learn Comprehend many useful functions, such as lapply and apply, to process data in R Write and structure different ...
If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R or MATLAB will also find the book to be a comprehensive reference to enhance their data manipulation and machine learning skills.
If you want to learn how to develop effective machine learning solutions to your business problems in R, this book is for you. It would be helpful to have a bit of familiarity with basic object-oriented programming concepts, but no prior experience is required.
Over 140 practical recipes to help you make sense of your data with ease and build production-ready data apps About This Book Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed books Who This Book Is For This book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn Set up reproducible data analy...
Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics. This book will discuss and explore the following through examples and case studies: An introduction to R: data management and R functions ...
Antonio Giangrande, orgoglioso di essere diverso. ODIO OSTENTAZIONE, IMPOSIZIONE E MENZOGNA. Si nasce senza volerlo. Si muore senza volerlo. Si vive una vita di prese per il culo. Tu esisti se la tv ti considera. La Tv esiste se tu la guardi. I Fatti son fatti oggettivi naturali e rimangono tali. Le Opinioni sono atti soggettivi cangianti. Le opinioni se sono oggetto di discussione ed approfondimento, diventano testimonianze. Ergo: Fatti. Con me le Opinioni cangianti e contrapposte diventano fatti. Con me la Cronaca diventa Storia. Noi siamo quello che altri hanno voluto che diventassimo. Facciamo in modo che diventiamo quello che noi avremmo (rafforzativo di saremmo) voluto diventare. Rappresentare con verità storica, anche scomoda ai potenti di turno, la realtà contemporanea, rapportandola al passato e proiettandola al futuro. Per non reiterare vecchi errori. Perché la massa dimentica o non conosce. Denuncio i difetti e caldeggio i pregi italici. Perché non abbiamo orgoglio e dignità per migliorarci e perché non sappiamo apprezzare, tutelare e promuovere quello che abbiamo ereditato dai nostri avi. Insomma, siamo bravi a farci del male e qualcuno deve pur essere diverso!
This book examines the experiences of global healthcare workers during the COVID-19 pandemic. It shines a light on the experiences of healthcare workers during the pandemic, exploring their lived experiences of delivering care without losing sight of the emotional and symbolic nature of their work. Incorporating cutting-edge research from global experts in medical anthropology, medical sociology, medicine, psychology and nursing, it uniquely demonstrates the value of rapid qualitative research during infectious epidemics. Drawing on data collected during the COVID-19 pandemic, the book explores global healthcare policies and healthcare workers’ experiences across 20 countries.
Antonio Giangrande, orgoglioso di essere diverso. ODIO OSTENTAZIONE, IMPOSIZIONE E MENZOGNA. Nella vita di ognuno due cose sono certe: la vita e la morte. Si nasce senza volerlo. Si muore senza volerlo. Si vive una vita di prese per il culo. Gli animali, da sé, per indole emulano ed imitano, imparando atteggiamenti e comportamenti dei propri simili. Senonché sono proprio i simili, a difesa del gruppo, a inculcare nella mente altrui il principio di omologazione e conformazione. Noi siamo quello che altri hanno voluto che diventassimo. Facciamo in modo che diventiamo quello che noi avremmo (rafforzativo di saremmo) voluto diventare. Tu esisti se la tv ti considera. I Fatti son fatti oggettiv...
Rappresentare con verità storica, anche scomoda ai potenti di turno, la realtà contemporanea, rapportandola al passato e proiettandola al futuro. Per non reiterare vecchi errori. Perché la massa dimentica o non conosce. Denuncio i difetti e caldeggio i pregi italici. Perché non abbiamo orgoglio e dignità per migliorarci e perché non sappiamo apprezzare, tutelare e promuovere quello che abbiamo ereditato dai nostri avi. Insomma, siamo bravi a farci del male e qualcuno deve pur essere diverso!