Szczegóły ebooka

Advanced Analytics with R and Tableau. Advanced analytics using data classification, unsupervised learning and data visualization

Advanced Analytics with R and Tableau. Advanced analytics using data classification, unsupervised learning and data visualization

Ruben Oliva Ramos, Jen Stirrup, Roberto Rösler

Ebook
Tableau and R offer accessible analytics by allowing a combination of easy-to-use data visualization along with industry-standard, robust statistical computation.

Moving from data visualization into deeper, more advanced analytics? This book will intensify data skills for data viz-savvy users who want to move into analytics and data science in order to enhance their businesses by harnessing the analytical power of R and the stunning visualization capabilities of Tableau. Readers will come across a wide range of machine learning algorithms and learn how descriptive, prescriptive, predictive, and visually appealing analytical solutions can be designed with R and Tableau. In order to maximize learning, hands-on examples will ease the transition from being a data-savvy user to a data analyst using sound statistical tools to perform advanced analytics.

By the end of this book, you will get to grips with advanced calculations in R and Tableau for analytics and prediction with the help of use cases and hands-on examples.
  • 1. Getting Ready for Tableau and R
  • 2. The PoweR of R
  • 3. A methodology for Advanced Analytics using Tableau and R
  • 4. Prediction with R and Tableau using Regression
  • 5. Classifying Data with Tableau
  • 6. Advanced Analytics using Clustering
  • 7. Advanced Analytics with Unsupervised
  • 8. Interpreting your Results for your audience
  • Tytuł: Advanced Analytics with R and Tableau. Advanced analytics using data classification, unsupervised learning and data visualization
  • Autor: Ruben Oliva Ramos, Jen Stirrup, Roberto Rösler
  • Tytuł oryginału: Advanced Analytics with R and Tableau. Advanced analytics using data classification, unsupervised learning and data visualization
  • ISBN: 9781786460240, 9781786460240
  • Data wydania: 2017-08-22
  • Format: Ebook
  • Identyfikator pozycji: e_15oa
  • Wydawca: Packt Publishing