ML for Business Managers: Build Regression model in R Studio [FREE]

Free Certification Course Title: ML for Business Managers: Build Regression model in R Studio

Simple Regression & Multiple Regression| must-know for Machine Learning & Econometrics | Linear Regression in R studio

ML for Business Managers: Build Regression model in R Studio

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Requirements:

  • Students will need to install R and R studio software but we have a separate lecture to help you install the same

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
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Who this course is for:

  • People pursuing a career in data science
  • Working Professionals beginning their Data journey
  • Statisticians needing more practical experience
  • Anyone curious to master Linear Regression from beginner to advanced in short span of time

This course includes:

  • 6.5 hours on-demand video
  • 17 articles
  • 36 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion
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