Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist

Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist

作者: Mailund Thomas
出版社: Apress
出版在: 2022-08-10
ISBN-13: 9781484281543
ISBN-10: 1484281543
裝訂格式: Quality Paper - also called trade paper
總頁數: 518 頁





內容描述


  1. Introduction to R programming. 2. Reproducible analysis. 3. Data manipulation. 4. Visualizing and exploring data. 5. Working with large data sets.6. Supervised learning. 7. Unsupervised learning. 8. More R programming.9. Advanced R programming.10. Object oriented programming.11. Building an R package.12. Testing and checking. 13. Version control. 14. Profiling and optimizing.

作者介紹


Thomas Mailund is an associate professor in bioinformatics at Aarhus University, Denmark. His background is in math and computer science but for the last decade his main focus has been on genetics and evolutionary studies, particularly comparative genomics, speciation, and gene flow between emerging species.




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