Statistical Concepts and Application with R

During the Statistical Concepts Explained and Applied with R course, you’ll engage with knowledge, and case studies as you develop practical skills and techniques for immediate application to statistical concepts projects, or within your organization. You will benefit from the unique pedagogy and multidisciplinary approach of Blackboard Learning – an institution at the forefront of research and online learning – as you develop statistical concepts and skills to better understand the simple linear regression, differential calculus, and regression analysis and the factors that contribute to career success and failure.

Throughout this Statistical Concepts Explained and Applied with R course, developed by industry experts you’ll get the opportunity to learn from experts with diverse experience. Guided by experts, Statistical Concepts Explained and Applied with R prepare you to become a change-maker with the skills to drive your career or organization forward.

Certificate of completion

Digital certificate - Included

After completing the Statistical Concepts Explained and Applied with R course from Blackboard Learning, you will be more skillful with more knowledge along with practical tips and advice, which will help you to learn the essential aspects of statistical concepts. Skills development in statistical concepts leads you to career development in the statistical concepts sector.

Program content:

• Statistical concepts explained and applied with R teaser.

• Installing R, R Studio, and Basic Functionality.

• Simple Linear Regression Basics.

• Simple Linear Regression Basics Ctnd.

• Simple Linear Regression Analysis.

• Simple Linear Regression Linear Relationships.

• Simple Linear Regression Line of Best Fit, SSE, and MSE.

• Simple Linear Regression Analysis Ctnd.

• Simple Linear Regression Results and Interpretation.

• Simple Linear Regression Predicting Future Profits.

• Simple Linear Regression Statistical Validity Tests.

• Simple Linear Regression Statistical Validity Discussion.

• Multiple Linear regression Introduction.

• Multiple Linear regression Importing the Data.

• Multiple Linear regression Correlation Matrix and MLR.

• Multiple Linear Regression Results and ANOVA.

• Multiple Linear Regression The best model?

• Multiple Linear Regression Interaction Terms and Validity Testing.

• Multiple Linear Regression ANOVA and Predictions.

• Non-linear Regression and Recap.

• Non-linear Regression Logistic Regression Overview.

• Non-linear Regression Logistic Regression: Odds, Logs and Poisson.

• Non-linear Regression Logistic Regression: Fitting the Models in R.

• Differential Calculus Finding the Maximum and the Minimum.

• Differential Calculus One Unknown Input.

• Differential Calculus Two Unknown Inputs.

• Analysis in R Two Unknown Inputs.

• Differential Calculus One Unknown Input.

• Differential Calculus Two Unknown Inputs

Why Blackboard Learning:

Blackboard Learning is an online learning platform by which students from any corner of the world can learn his/her desired course. Using online learning, we assist students in realizing their full potential and advancing their careers. Today, our goal is to be the world's leading provider of online learning experiences with a global impact. By leveraging online learning, we assist students in preparing for bright futures in world-changing jobs. We provide a wide range of categories including Accounting & IT, Programming, Creative, and more. Our courses are designed to stretch students intellectually through state-of-the-art online learning.

• Those who are passionate about statistical concepts related skills.
• Statistical Concepts Explained and Applied with R course is ideal for people looking to develop an existing career in the statistical concepts sector by being more skillful.
• For those who want to join statistical concepts related to job sectors, as well as looking to further develop their skills and knowledge.
• People who want to perform better in statistical concepts-related careers.

No prior knowledge or experience required

Statistical Concepts Explained and Applied with R course will demystify statistical concepts and give you the toolkit to make better contributions and become an even greater asset to your organization. It will also allow you to communicate more effectively and confidently about statistical concepts and issues, whether it is relevant in your own business or outside your workplace.

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