Probability and Statistics for Data Science (AD302)-Artificial Intelligence and Data Science (III-Semester) | RGPV

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• Syllabus

• Syllabus - Probability and Statistics for Data Science (AD302)

• Unit-I

• Introduction to Data Science
• Descriptive and Inferential Statistics
• Measures of Central Tendency
• Measures of Dispersion

• Unit –II

• Skewness, Kurtosis, Moments
• Theory of Probability

• Unit -III

• Theoretical Distribution
• Curve fitting

• Unit -IV

• Correlation and Regression

• Unit -V

• Testing of Hypothesis
• Tests of Significance