Share this link via
Or copy link
Overview
Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R What you'll learn: Implement and infer Ordinary Least Square (OLS) regression using RApply statistical and machine learning based regression models to deals with problems such as multicollinearityCarry out variable selection and assess model accuracy using techniques like cross-validationImplement and infer Generalized Linear Models (GLMS), including using logistic regression as a binary classifierBuild machine learning based regression models and test their robustness in RLearn when and...
Syllabus
- Get Started with Practical Regression Analysis in R
- Ordinary Least Square Regression Modelling
- Deal with Multicollinearity in OLS Regression Models
- Variable & Model Selection
- Dealing With Other Violations of the OLS Regression Models
- Generalized Linear Models(GLMs)
- Working with Non-Parametric and Non-Linear Data
- Miscellaneous Lectures
Instructor
Minerva Singh
Reviews
No reviews yet. Be the first to review!
Alternative Courses
Introduction to AI Programming Welcome to the AI programming with...
Free
You must be logged in to submit a review.