Course Features
Duration
2 months
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Beginner
Teaching Type
Self Paced
Course Description
Course Overview
International Faculty
Post Course Interactions
Hands-On Training,Instructor-Moderated Discussions
Skills You Will Gain
Prerequisites/Requirements
This course does not require any previous knowledge of statistics Basic familiarity with algebra such as knowing how to compute the mean, median and mode of a set of numbers will be helpful
What You Will Learn
EstimationMaximum Likelihood EstimationMean, Median, ModeStandard Deviation and Variance
InferenceConfidence IntervalsHypothesis Testing
Outliers and Normal DistributionOutliers, QuartilesBinomial DistributionManipulating Normal Distribution
ProbabilityIntroduction to ProbabilityBayes RuleCorrelation vs Causation
RegressionLinear regressionCorrelation
Visualizing relationships in dataSeeing relationships in dataMaking predictions based on dataSimpson's paradox