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The Basics of Statistics
for Data Science
By Statisticians
INSIDE THE GUIDE
TOPICS AND HIGHLIGHTS
OVERVIEW
INTRODUCTION TO
STATISTICS
TYPES OF ANALYSIS
STATISTICS HAS TWO TYPES OF
ANALYSIS
DATA TYPES
STATISTICS HAS TWO TYPES OF DATA
TYPES
MEASURES OF CENTRAL
TENDENCY
Σ
Σ
MEASURES OF
VARIABILITY
MEASURES OF
VARIABILITY
MEASUREMENTS OF
RELATIONSHIPS BETWEEN
VARIABLES
PROBABILITY DISTRIBUTION
FUNCTIONS
CONTINUOUS DATA
DISTRIBUTIONS
CONTINUOUS DATA
DISTRIBUTIONS
DISCRETE DATA
DISTRIBUTIONS
MOMENTS
Probability
ACCURACY
ACCURACY
CONCLUSION
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