Atul SharmainTowards AIOdds Ratio Does What Risk Ratio Fails to Do — an Intuitive ExampleUnderstand the concept from scratch4 min read·Dec 4, 2020--1--1
Atul SharmainTowards Data ScienceR-squared VS Adjusted R-squared — SimplifiedA must-know concept for every machine learning enthusiast7 min read·Nov 23, 2020----
Atul SharmainTowards Data ScienceType-I & Type-II Error Simplified— COVID Vaccine ExampleVisualizing the confusion matrix without confusion5 min read·Nov 20, 2020----
Atul SharmainTowards Data ScienceWhy use n-1 for the sample? — She askedSimple visual demonstration to clear this notorious doubt!5 min read·Nov 16, 2020----
Atul SharmainTowards Data ScienceCoefficient of Variation(CV) & Covariance(Cov) from scratchEliminate the confusion forever!6 min read·Nov 14, 2020----
Atul SharmainTowards Data ScienceNeed for measures of Spread — Range, Variance, Standard DeviationWhen the central tendency isn't enough to distinguish the datasets!4 min read·Nov 13, 2020----
Atul SharmainTowards Data ScienceCentral Limit Theorem — SimplifiedA crucial theorem that sits in the background of inferential statistics, without which inferential statistics has no relevance. It assists…4 min read·Nov 13, 2020--1--1
Atul SharmainTowards Data ScienceMean, Median & Mode — Which central tendency measure to use & when?To represent data as a 1-number summary, we use central tendency measure to do so. There exist three central tendency measures i.e. Mean…4 min read·Nov 10, 2020----
Atul SharmainAnalytics VidhyaStatistics Overview and Data types every data science enthusiast should knowKnowledge of basics of statistics has always been and will be of umpteen importance in the data science domain. Also, if someone wants to…3 min read·Nov 9, 2020----
Atul SharmainTowards Data ScienceSkewness & Kurtosis SimplifiedWhat is Skewness and how do we detect it?4 min read·Nov 9, 2020--3--3