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Complete Linear Regression Analysis in Python

Linear Regression in Python| Easy Regression, A number of Regression, Ridge Regression, Lasso and subset choice additionally

What you’ll study

  • Discover ways to remedy actual life downside utilizing the Linear Regression method
  • Preliminary evaluation of information utilizing Univariate and Bivariate evaluation earlier than operating Linear regression
  • Predict future outcomes foundation previous knowledge by implementing Easiest Machine Studying algorithm
  • Perceive tips on how to interpret the results of Linear Regression mannequin and translate them into actionable perception
  • Understanding of fundamentals of statistics and ideas of Machine Studying
  • Indepth information of information assortment and knowledge preprocessing for Machine Studying Linear Regression downside
  • Be taught superior variations of OLS methodology of Linear Regression
  • Course incorporates a end-to-end DIY mission to implement your learnings from the lectures
  • The best way to convert enterprise downside right into a Machine studying Linear Regression downside
  • Primary statistics utilizing Numpy library in Python
  • Knowledge illustration utilizing Seaborn library in Python
  • Linear Regression strategy of Machine Studying utilizing Scikit Be taught and Statsmodel libraries of Python

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