# Data Analysis with R

- 22 Courses | 26h 14m 40s
- 1 Lab

**Track 1: Getting Started with R Programming**

In this track of the Data Analysis with R Skillsoft Aspire journey, the focus will be on R programming for beginners. Explore the basics of R.

- 5 Courses | 6h 29m 45s

**Track 2: Applying and Using R Programming Structures**

In this track of the Data Analysis with R Skillsoft Aspire journey, the focus will be on R programming structures. Explore control flow, functions, and object systems.

- 4 Courses | 3h 52m 5s

**Track 3: Working with Datasets in R**

In this track of the Data Analysis with R Skillsoft Aspire journey, the focus will be on R datasets. Explore how to load, save, and transform data as well as select, filter, join, and visualize data.

- 5 Courses | 6h 5m

**Track 4: Statistical Analysis and Modeling in R**

In this track of the Data Analysis with R Skillsoft Aspire journey, the focus will be on statistical analysis and modeling in R. Explore probability distributions, statistical tests, regression analysis, clustering, and regularized models.

- 8 Courses | 9h 47m 50s
- 1 Lab

**COURSES INCLUDED**

**R Programming for Beginners: Getting Started**

**R Programming for Beginners: Exploring R Vectors**

**R Programming for Beginners: Leveraging R with Matrices, Arrays, & Lists**

**R Programming for Beginners: Understanding Data Frames, Factors, & Strings**

**Final Exam: Getting Started with R Programming**

**Using R Programming Structures: Leveraging R with Control Flow & Looping**

**Using R Programming Structures: Functions & Environments**

**Using R Programming Structures: Object Systems**

**Final Exam: Applying and Using R Programming Structures**

**Datasets in R: Loading & Saving Data**

**Datasets in R: Transforming Data**

**Datasets in R: Selecting, Filtering, Ordering, & Grouping Data**

**Datasets in R: Joining & Visualizing Data**

**Final Exam: Working with Datasets in R**

**Statistical Analysis and Modeling in R: Working with Probability Distributions**

**Statistical Analysis and Modeling in R: Understanding & Interpreting Statistical Tests**

**Statistical Analysis and Modeling in R: Statistical Analysis on Your Data**

**Statistical Analysis and Modeling in R: Performing Regression Analysis**

**Statistical Analysis and Modeling in R: Performing Classification**

**Statistical Analysis and Modeling in R: Performing Clustering**

**Statistical Analysis and Modeling in R: Building Regularized Models & Ensemble Models**

**Final Exam: Statistical Analysis and Modeling in R**

**FREE ACCESS**

**EARN A DIGITAL BADGE WHEN YOU COMPLETE THESE TRACKS**

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**Digital badges are yours to keep, forever.**