Saima SayyedMachine LearningTo begin with, let us understand what is machine learning?Sep 14, 2020Sep 14, 2020
Saima SayyedTypes of Statistical TestsThere are many different types of tests in statistics like z-test, t-test, student t-test, chi-square test, ANOVA test, etc. The choice of…Sep 5, 2020Sep 5, 2020
Saima SayyedTypes of Errors in Hypothesis TestingThere are 2 types of errors in hypothesis testing:Sep 2, 2020Sep 2, 2020
Saima SayyedWhat is the Significance level, Confidence level and P-value and how are they related to…Significance Level:Sep 2, 2020Sep 2, 2020
Saima SayyedAll about Hypothesis TestingLet’s first understand what hypothesis is?Jul 21, 2020Jul 21, 2020
Saima SayyedEstimate, Confidence Interval, Confidence Level, Margin of Error in statisticsIn statistics, an estimate is an approximation value that is used for some purpose even if input data is incomplete, uncertain, or…Jul 20, 2020Jul 20, 2020
Saima SayyedWhat is ‘degree of freedom’ in statistics?I will jot down various definitions of degree of freedom for a better understanding.Jul 19, 2020Jul 19, 2020
Saima SayyedThe Central Limit Theorem (CLT)The Central Limit Theorem (CLT) is a statistical theory that states that given a sufficiently large sample size from a population with a…Jul 16, 2020Jul 16, 2020
Saima SayyedWhat is inferential statistics?Inferential statistics make inferences, predictions or generalizations about a population based on a sample of data which is taken from…Jul 15, 2020Jul 15, 2020