- Course Highlights
Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step training course. This R Programming: Statistical Concepts has been specially designed to help learners gain a good command of R Programming: Statistical Concepts, providing them with a solid foundation of knowledge to become a qualified professional.
Through this R Programming: Statistical Concepts, you will gain both practical and theoretical understanding of R Programming: Statistical Concepts that will increase your employability in this field, help you stand out from the competition and boost your earning potential in no time.
Not only that, but this training includes up-to-date knowledge and techniques that will ensure you have the most in-demand skills to rise to the top of the industry. This qualification is fully accredited, broken down into several manageable modules, ideal for aspiring professionals.
- Learning outcome
- Get a deep understanding of the R Programming: Statistical Concepts just in hours not years
- Familiar yourself with the recent development and updates of the relevant industry
- Know how to use your theoretical and practical knowledge to adapt in any working environment
- Get help from our expert tutors anytime you need
- Access to course contents that are designed and prepared by industry professionals
- Study at your convenient time and from wherever you want
- Requirements
- No formal qualifications required, anyone from any academic background can take this course.
- Access to any internet-enabled smart device.
- Why should I take this course?
- 3+ hours of on-demand video lectures and downloadable resources.
- Affordable premium-quality E-learning content, you can learn at your own pace.
- You will receive a completion certificate upon completing the course.
- Internationally recognized Accredited Qualification will boost up your resume.
- You will learn the researched and proven approach adopted by successful salespeople to transform their careers.
- You will be able to incorporate various practical sales techniques successfully and understand your customers better.
Course Curriculum
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Introduction00:03:00
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Install R, RStudio and Basic Functionality00:08:00
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Basics of Linear Regression00:03:00
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Basics of Linear Regression continued00:03:00
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Linear Relationships00:09:00
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Line of Best Fit, SSE and MSE00:05:00
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Linear Regression Analysis Continued00:02:00
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Regression Results and Interpretation00:11:00
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Predicting Future Profits00:13:00
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Statistical Validity Tests00:09:00
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Statistical Validity Discussion00:07:00
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Multiple Linear Regression00:06:00
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Importing the data00:04:00
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Correlation Matrix and MLR00:08:00
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MLR Results and ANOVA00:07:00
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The Best Model?00:05:00
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Interaction Terms and Validity Testing00:18:00
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ANOVA and Predictions00:18:00
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Non-linear Regression (and Recap)00:07:00
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Logistic Regression Overview00:22:00
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Logistic Regression: Odds, Logs and Poisson00:13:00
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Logistic Regression: Fitting the Models in R00:24:00
14-Day Money-Back Guarantee
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Duration:3 hours, 25 minutes
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Access:1 Year
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Units:22
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