What you’ll learn
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Your comprehensive guide to Regression Analysis & supervised machine learning using R-programming language
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Graphically representing data in R before and after analysis
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It covers the theory and applications of supervised machine learning with the focus on regression analysis using the R-programming language in R-Studio
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Implement Ordinary Least Square (or simple linear) regression, Random FOrest Regression, Decision Trees, Logistic regression and others using R
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Perform model’s variable selection and assess regression model’s accuracy
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Build machine learning based regression models and test their performance in R
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Compare different different machine learning models for regression tasks in R
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Learn how to select the best statistical & machine learning model for your task
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Learn when and how machine learning models should be applied
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Carry out coding exercises & your independent project assignment
- Fully understand the basics of Regression Analysis (parametric & non-parametric methods) & supervised Machine Learning from theory to practice
- Harness applications of parametric and non-parametric regressions in R
- Learn how to apply correctly regression models and test them in R
- Learn how to select the best statistical & machine learning model for your task
- Carry out coding exercises & your independent project assignment
- Learn the basics of R-programming
Who this course is for:
- The course is ideal for professionals who need to use regression analysis & supervised machine learning in their field
- Everyone who would like to learn Data Science Applications In The R & R Studio Environment
- Everyone who would like to learn theory and implementation of Regression Analysis & Machine Learning On Real-World Data
Can I download Regression Analysis in R for Machine Learning & Data Science course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Regression Analysis in R for Machine Learning & Data Science course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
