Linear Regression Analysis in R - Machine Learning Basics

Linear Regression Analysis in R - Machine Learning Basics

Linear Regression Analysis in R - Machine Learning Basics
Linear Regression Analysis in R - Machine Learning Basics, Linear Regression in R studio. Simple & multiple Regression Analysis is essential for Machine Learning and Econometrics
Created by Start-Tech Academy
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What you'll learn
  • Learn how to solve real life problem using the Linear Regression technique
  • Preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
  • Predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
  • Understand how to interpret the result of Linear Regression model and translate them into actionable insight
  • Understanding of basics of statistics and concepts of Machine Learning
  • Indepth knowledge of data collection and data preprocessing for Machine Learning Linear Regression problem
  • Learn advanced variations of OLS method of Linear Regression
  • Course contains a end-to-end DIY project to implement your learnings from the lectures
  • How to convert business problem into a Machine learning Linear Regression problem
  • How to do basic statistical operations in R
  • Advanced Linear regression techniques using GLMNET package of R
  • Graphically representing data in R before and after analysis
  • Requirements
  • Students will need to install R and R studio software but we have a separate lecture to help you install the same

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