Manish BagraJun 30, 20233 min readMeasures of Variability — Range, IQR, Variance and Standard DeviationAgenda 1. What is Variability? 2. Range 3. Interquartile Range 4. Variance 5. Standard Deviation 6. What’s the best measure of...
Manish BagraJun 19, 20222 min readP Value, Significance Level, Confidence Interval and Confidence LevelP-Value A p-value is a measure of the probability that an observed difference could have occurred just by random chance. Smaller the p...
Manish BagraJun 17, 20223 min readNormal Distribution — The heart of Data Scientist’s Statistical JourneyAgenda: 1. Normal Distribution 2. It’s Importance 3. Parameters — Mean & Standard Deviation 4. Properties 5. Standard Scores 6....