Udemy - Data Science A-Z™: Real-Life Data Science Exercises Included [FreeAllCourse]

Data Science A-Z™: Real-Life Data Science Exercises Included



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What you'll learn?

uSccessfully perform all steps in a complex Data Science project
Create Basic Tableau Visualisations
Perform Data Mining in Tableau
Understand how to apply the Chi-Squared statistical test
Apply Ordinary Least Squares method to Create Linear Regressions
Assess R-Squared for all types of models
Assess the Adjusted R-Squared for all types of models
Create a Simple Linear Regression (SLR)
Create a Multiple Linear Regression (MLR)
Create Dummy Variables
Interpret coefficients of an MLR
Read statistical software output for created models
Use Backward Elimination, Forward Selection, and Bidirectional Elimination methods to create statistical models
Create a Logistic Regression

Description

Created by Kirill Eremenko, SuperDataScience Team
Last updated 2/2020
English