• Release Date : 10 March 2019
  • Publisher : Morgan Kaufmann
  • Genre : Computers
  • Pages : 340 pages
  • ISBN 13 : 9780128146248
Ratings: 4
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Download or read book entitled Meta-Analytics by author: Steven Simske which was release on 10 March 2019 and published by Morgan Kaufmann with total page 340 pages . This book available in PDF, EPUB and Kindle Format. Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis presents an exhaustive set of patterns for data science to use on any machine learning based data analysis task. The book virtually ensures that at least one pattern will lead to better overall system behavior than the use of traditional analytics approaches. The book is ‘meta’ to analytics, covering general analytics in sufficient detail for readers to engage with, and understand, hybrid or meta- approaches. The book has relevance to machine translation, robotics, biological and social sciences, medical and healthcare informatics, economics, business and finance. Inn addition, the analytics within can be applied to predictive algorithms for everyone from police departments to sports analysts. Provides comprehensive and systematic coverage of machine learning-based data analysis tasks Enables rapid progress towards competency in data analysis techniques Gives exhaustive and widely applicable patterns for use by data scientists Covers hybrid or ‘meta’ approaches, along with general analytics Lays out information and practical guidance on data analysis for practitioners working across all sectors