Statistical Decision Making in Data Science with Case Study

Statistical Decision Making in Data Science with Case Study

Understand how Statistics is Applied to Data Science Problem like ANOVA, t-test, F-test in Python

What you’ll learn

Least Square Regression
Build OLS in Statsmodel
Hypothesis Testing
t test
ANOVA
F Statistics
Degree of Freedom of the Model
Plotting Regression Line above the scatter plot (Fitted Values)
Predicting Results
Answer Question statistically

Who this course is for:

Beginner of Python Developer who want to learn Data Science
Solving question related to linear regression

Statistical Decision Making in Data Science with Case Study

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