CPD course All Levels

Statistical Concepts and Application with R

4 enrolled 5h 22m of learning Updated Nov 2026
CertificateOn completion
5h 22mSelf-paced
29 lessonsOn the UISC learning portal
All LevelsNo prior training needed

Course curriculum

1 modules 29 lessons 5h 22m total
01 Statistical Concepts and Application with R 29 lessons
  1. Introduction
  2. Install R, RStudio and Basic Functionality
  3. Basics of Linear Regression
  4. Basics of Linear Regression Ctnd
  5. Linear Regression Analysis
  6. Linear Relationships
  7. Line of Best Fit, SSE and MSE
  8. Linear Regression Analysis Ctnd
  9. Regression Results and Interpretation
  10. Predicting Future Profits
  11. Statistical Validity Tests
  12. Statistical Validity Discussion
  13. Single Linear Regression
  14. Importing the data
  15. Correlation Matrix and MLR
  16. MLR Results and ANOVA
  17. The Best Model?
  18. Interaction Terms and Validity Testing
  19. ANOVA and Predictions
  20. Non-linear Regression (and Recap)
  21. Logistic Regression Overview
  22. Logistic Regression: Odds, Logs and Poisson
  23. Logistic Regression: Fitting the Models in R
  24. Differential Calculus – Finding the Maximum and the Minimum
  25. Differential Calculus: One Unknown Input
  26. Analysis in R: One Unknown Input Differential Calculus
  27. Differential Calculus – Two Unknown Inputs
  28. Analysis in R: Two Unknown Inputs Differential Calculus
  29. Resource – Statistical Concepts and Application with R

About this course

Overview:

Welcome to "Statistical Concepts and Application with R!" This course is designed to provide a comprehensive understanding of statistical concepts and their practical application using the R programming language. Statistical analysis is crucial for making informed decisions in various fields such as finance, healthcare, and marketing. In this course, you'll learn key statistical concepts and how to implement them using R, a powerful tool for data analysis and visualization.

  • Interactive video lectures by industry experts
  • Instant e-certificate
  • Fully online, interactive course with Professional voice-over
  • Developed by qualified first aid professionals
  • Self paced learning and laptop, tablet, smartphone friendly
  • 24/7 Learning Assistance
  • Discounts on bulk purchases

Main Course Features:

  • Comprehensive coverage of fundamental statistical concepts and techniques
  • Hands-on tutorials for applying statistical methods using R programming
  • Exploration of data visualization techniques for analyzing and interpreting data
  • Practical exercises and projects to reinforce learning and application
  • Real-world case studies demonstrating the application of statistical analysis in different domains
  • Access to datasets and resources for practicing statistical analysis with R
  • Supportive online community for collaboration and assistance throughout the course
  • Regular assessments and quizzes to track progress and reinforce learning

Who Should Take This Course:

  • Data analysts and scientists seeking to enhance their statistical analysis skills using R
  • Researchers and professionals in fields such as finance, healthcare, and social sciences
  • Students pursuing degrees in statistics, data science, or related fields
  • Anyone interested in learning how to use R for statistical analysis and data visualization

Learning Outcomes:

  • Understand key statistical concepts and methods for data analysis
  • Gain proficiency in using R for statistical computing and analysis
  • Perform exploratory data analysis and visualization using R
  • Apply statistical techniques to solve real-world problems and make data-driven decisions
  • Develop practical skills through hands-on exercises and projects
  • Build a portfolio of statistical analysis projects showcasing proficiency in R
  • Communicate insights effectively through data visualization and interpretation
  • Stay updated with the latest advancements and best practices in statistical analysis with R.

Certification

Once you’ve successfully completed your course, you will immediately be sent a digital certificate. All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Assessment

At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.

Your certificate

CPD certificate — download it when you finish

Issued the moment you complete the final module. Every certificate lists the course aims and objectives, anticipated learning outcomes, the quality-assurance process — the elements required for verifiable CPD. Non-registrants can use it as CQC training evidence and for appraisals.

Aims & objectives Learning outcomes Unique certificate number

Common questions

Where do I take the course?

On the UISC learning portal. "Enrol now" takes you to this course there, where you pay securely, get your login and study at your own pace. Your certificate is issued there when you finish.

When can I start?

Immediately. Access opens the moment your order is confirmed and you can learn from any device, in any order, as many times as you like.

How is the course assessed?

A short multiple-choice or scenario-based assessment at the end of the course with instant results. You can retake it as many times as you need at no extra cost.

Can I enrol my whole team?

Yes. Organisations can buy multiple places on one invoice and receive a training record for every learner. Contact us for team pricing.

£39.00 5h 22m · All Levels
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