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Complete Linear Regression Analysis in Python


What you’ll learn

  • Learn 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 the way 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 data of information assortment and knowledge preprocessing for Machine Studying Linear Regression downside
  • Be taught superior variations of OLS technique of Linear Regression
  • Course accommodates a end-to-end DIY undertaking to implement your learnings from the lectures
  • The best way to convert enterprise downside right into a Machine studying Linear Regression downside
  • Fundamental statistics utilizing Numpy library in Python
  • Information 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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