Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895901009> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W2895901009 abstract "The Essentials of Data Science: Knowledge Discovery Using R presents the concepts of data science through a hands-on approach using free and open source software. It systematically drives an accessible journey through data analysis and machine learning to discover and share knowledge from data.Building on over thirty years’ experience in teaching and practising data science, the author encourages a programming-by-example approach to ensure students and practitioners attune to the practise of data science while building their data skills. Proven frameworks are provided as reusable templates. Real world case studies then provide insight for the data scientist to swiftly adapt the templates to new tasks and datasets. The book begins by introducing data science. It then reviews R’s capabilities for analysing data by writing computer programs. These programs are developed and explained step by step. From analysing and visualising data, the framework moves on to tried and tested machine learning techniques for predictive modelling and knowledge discovery. Literate programming and a consistent style are a focus throughout the book." @default.
- W2895901009 created "2018-10-26" @default.
- W2895901009 creator A5060825460 @default.
- W2895901009 date "2017-07-28" @default.
- W2895901009 modified "2023-09-25" @default.
- W2895901009 title "The Essentials of Data Science: Knowledge Discovery Using R" @default.
- W2895901009 doi "https://doi.org/10.1201/9781315151458" @default.
- W2895901009 hasPublicationYear "2017" @default.
- W2895901009 type Work @default.
- W2895901009 sameAs 2895901009 @default.
- W2895901009 citedByCount "0" @default.
- W2895901009 crossrefType "book" @default.
- W2895901009 hasAuthorship W2895901009A5060825460 @default.
- W2895901009 hasConcept C120567893 @default.
- W2895901009 hasConcept C120665830 @default.
- W2895901009 hasConcept C121332964 @default.
- W2895901009 hasConcept C154945302 @default.
- W2895901009 hasConcept C192209626 @default.
- W2895901009 hasConcept C199360897 @default.
- W2895901009 hasConcept C2522767166 @default.
- W2895901009 hasConcept C2777904410 @default.
- W2895901009 hasConcept C41008148 @default.
- W2895901009 hasConceptScore W2895901009C120567893 @default.
- W2895901009 hasConceptScore W2895901009C120665830 @default.
- W2895901009 hasConceptScore W2895901009C121332964 @default.
- W2895901009 hasConceptScore W2895901009C154945302 @default.
- W2895901009 hasConceptScore W2895901009C192209626 @default.
- W2895901009 hasConceptScore W2895901009C199360897 @default.
- W2895901009 hasConceptScore W2895901009C2522767166 @default.
- W2895901009 hasConceptScore W2895901009C2777904410 @default.
- W2895901009 hasConceptScore W2895901009C41008148 @default.
- W2895901009 hasLocation W28959010091 @default.
- W2895901009 hasOpenAccess W2895901009 @default.
- W2895901009 hasPrimaryLocation W28959010091 @default.
- W2895901009 hasRelatedWork W1595507273 @default.
- W2895901009 hasRelatedWork W2009766686 @default.
- W2895901009 hasRelatedWork W2023355914 @default.
- W2895901009 hasRelatedWork W2110082765 @default.
- W2895901009 hasRelatedWork W2123755005 @default.
- W2895901009 hasRelatedWork W2183043985 @default.
- W2895901009 hasRelatedWork W2184707998 @default.
- W2895901009 hasRelatedWork W2608453836 @default.
- W2895901009 hasRelatedWork W2728625256 @default.
- W2895901009 hasRelatedWork W2741362981 @default.
- W2895901009 hasRelatedWork W2741556029 @default.
- W2895901009 hasRelatedWork W2767070920 @default.
- W2895901009 hasRelatedWork W2801765458 @default.
- W2895901009 hasRelatedWork W2922136045 @default.
- W2895901009 hasRelatedWork W3124759834 @default.
- W2895901009 hasRelatedWork W3126845598 @default.
- W2895901009 hasRelatedWork W3168668327 @default.
- W2895901009 hasRelatedWork W3196576198 @default.
- W2895901009 hasRelatedWork W35864128 @default.
- W2895901009 hasRelatedWork W98409749 @default.
- W2895901009 isParatext "false" @default.
- W2895901009 isRetracted "false" @default.
- W2895901009 magId "2895901009" @default.
- W2895901009 workType "book" @default.