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
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Least Square Regression
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Build OLS in Statsmodel
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Hypothesis Testing
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t test
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ANOVA
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F Statistics
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Degree of Freedom of the Model
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Plotting Regression Line above the scatter plot (Fitted Values)
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Predicting Results
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Answer Question statistically
Who this course is for:
- Beginner of Python Developer who want to learn Data Science
- Solving question related to linear regression
