Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist
Author:   Thomas Mailund
Publisher:   APress
Edition:   2nd ed.
ISBN:  

9781484281543


Pages:   511
Publication Date:   24 June 2022
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist


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Full Product Details

Author:   Thomas Mailund
Publisher:   APress
Imprint:   APress
Edition:   2nd ed.
Weight:   1.016kg
ISBN:  

9781484281543


ISBN 10:   1484281543
Pages:   511
Publication Date:   24 June 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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Author Information

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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