Business Analytics With R
Instructor-led Cloud Security Alliance-aligned training in Business Analytics With R. Delivered live online by senior practitioners, with hands-on labs and a final assessment. Includes an Skilvi course-completion certificate.
Overview
This course equips participants with the skills to analyze business data using R, a powerful programming language for statistical computing and graphics. Understanding business analytics is crucial for making data-driven decisions that enhance organizational performance and competitiveness.
What you'll learn
- You will be able to perform data manipulation and cleaning using R.
- You will be able to create compelling data visualizations to communicate findings effectively.
- You will be able to conduct statistical analyses to derive insights from business data.
- You will be able to implement predictive modeling techniques to forecast business trends.
- You will be able to utilize R packages for advanced analytics and reporting.
- You will be able to integrate R with other tools and platforms for comprehensive data analysis.
Curriculum
6 modules · outline is indicative and can be tailored to your team.
1Introduction to R and RStudio
- Overview of R and its applications in business analytics
- Setting up R and RStudio environment
- Basic R syntax and data types
2Data Manipulation with dplyr
- Importing and exporting data
- Data wrangling techniques with dplyr
- Creating and modifying data frames
3Data Visualization with ggplot2
- Principles of data visualization
- Creating static and interactive plots
- Customizing visualizations for effective storytelling
4Statistical Analysis in R
- Descriptive statistics and hypothesis testing
- Correlation and regression analysis
- ANOVA and chi-squared tests
5Predictive Modeling Techniques
- Introduction to machine learning concepts
- Building and evaluating predictive models
- Using R for classification and regression tasks
6Reporting and Dashboarding
- Creating reports using R Markdown
- Building dashboards with Shiny
- Automating reporting processes
Prerequisites
No prior experience required.
Who should attend
This course is designed for business analysts, data analysts, and professionals looking to enhance their data analysis skills with R.
Certification
Prepares you for the official Cloud Security Alliance certification exam.
Skilvi is an independent training provider and is not affiliated with, or endorsed by, Cloud Security Alliance. Trademarks are the property of their respective owners.
Frequently asked questions
What is the delivery format of the course?
The course is delivered instructor-led and live online.
How long is the course?
The course typically runs for 12 hours over 4 sessions.
Will I receive a certificate upon completion?
Yes, you will receive an Skilvi course-completion certificate.
Are exam vouchers included?
Exam vouchers are available through authorized channels on request.
Are there any prerequisites for this course?
No prior experience required.
Pricing on request
- Live online (VILT)
- 24–32 hours
- Hands-on labs & assignments
- Skilvi completion certificate
- Exam voucher on request
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