PinnedSanjay NandakumarinTowards Data ScienceThe enigma of Adjusted R SquaredThe real instigation behind the trustworthiness of Adjusted R Squared over R squared among data scientistsAug 11, 20203Aug 11, 20203
PinnedSanjay NandakumarinTowards Data ScienceFaker library in python - An intriguing expedient for data scientistsInstallation, usage, and application of the “Faker” library in python that can generate prodigious dummy datasets in a short span of time…Mar 29, 2022Mar 29, 2022
Sanjay NandakumarinLevel Up CodingWhy Advanced LLMs, Such as GPT-4 or Claude, Fail in Critical Use Cases Despite Large Training DataUnderstanding the Limitations; Why Bigger Isn’t Always Better for Critical ApplicationsNov 81Nov 81
Sanjay NandakumarinTowards AIPredicting the 2024 U.S. Presidential Election Winner Using Machine LearningExploring ML Techniques to Forecast Election Outcomes with Data-Driven InsightsNov 4Nov 4
Sanjay NandakumarinTowards AIQuantile Random Forests: Predicting Beyond the MeanA Thorough Guide to Quantile Random Forests for Predicting Uncertainty in Machine LearningOct 25Oct 25
Sanjay NandakumarTime series analysis — Complete tutorial for beginners (Part 4)Intuition behind Exponential smoothing,Holt linear ,Holt winters and various versions of ARIMA and Performance evaluation metricsMay 31, 20206May 31, 20206
Sanjay NandakumarTime series analysis — Complete tutorial for beginners (Part 3)Intuition of ARIMA algorithm for Time series forecastingMay 31, 2020May 31, 2020
Sanjay NandakumarTime series analysis — Complete tutorial for beginners(Part 2)The concept of Auto regression and Moving averageMay 31, 2020May 31, 2020
Sanjay NandakumarTime series analysis — Complete tutorial for beginners (Part 1)An introduction to Stationary process and Time series characteristicsMay 31, 20202May 31, 20202
Sanjay NandakumarinDev GeniusWhy lift has bigger role than confidence in Association rules?Life does not proceed by the association and addition of elements, but by dissociation and division.May 25, 2020May 25, 2020