Querying and Converting Data Types in R

سرفصل های دوره

Get started with R and learn how to work with different data types. Understand the most powerful data format, the Data Frame, and learn how to query this format.

1. Course Overview

1. Course Overview

2. Understanding Dataset Structures and Formats

01. Intro

02. Managing Expectations

03. RStudio Orientation

04. Packages Used in the Course

05. Exploring Datasets

06. Course Datasets

07. Tabular Data

08. Alternatives to a Data Frame

09. Dimensionality in Data Formats

10. Outro

3. Selecting and Converting Data Types

1. Intro

2. Data Format Overview

3. Integer and Numeric Data

4. Character and Factor Variables

5. Boolean or Logical Data

6. Date and Time Formats

7. Converting Character to Date and Time

8. Working with Lists

9. Summary

4. Querying and Filtering Data

1. Intro

2. Queries on a data.frame with Box Brackets

3. Queries on a data.frame Based on Logical Tests

4. Queries on a data.table

5. Advanced Queries on a data.table

6. Queries on a tibble

7. Single Table Verbs in dplyr

8. Queries on String Data

9. Summary

5. Course Summary and Further Resources

1. Intro

2. What Is the Tidyverse

3. Avoid this Mistake while Learning R

4. Course Summary

5. Next Steps

439,000 تومان

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تولید کننده: PluralSight