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This book is designed to provide practical guidance and directly applicable knowledge for data scientists and analysts who want to integrate text into... Læs mere
DataOps is a new way of delivering data and analytics that is proven to get results. It enables IT and users to collaborate in the delivery... Læs mere
Physics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning and artificial intelligence for physicists looking to integrate these techniques into their work.
The book provides explanations of principles of time-proven machine learning algorithms applied in text mining together with step-by-step... Læs mere
This book describes Machine Learning techniques and algorithms that have been used in recent real-world application. It provides an introduction to Machine... Læs mere
This book will cover blockchain technologies, and feature contributions from experts on topics related to performance, benchmarking, durability, robustness, as well... Læs mere
There is an urgent need to develop and integrate new statistical, mathematical, visualization, and computational models with the ability to analyze Big Data in order to retrieve useful information to aid clinicians in accurately diagnosing and treating patients.
There are many books on infectious disease epidemiology with an emphasis on mathematical modelling, but less so on dataanalytic aspects. This provides a unique and comprehensive account of state-of-the-art methodology for analysis of infectious disease data.
This book presents data driven methods, especially machine learning, for understanding and approaching the high... Læs mere
The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect... Læs mere
Geared towards educators interested in developing curriculum related to data analytics. Contains best practices for individual courses and program development.
Textual Statistics with R comprehensively covers the main multidimensional methods in textual statistics supported by a specially-written package in R. Of interest to anyone... Læs mere