Pinnedparm-aatmaDimensionality Reduction-Principal Component AnalysisDimensionality ReductionJun 3, 2022Jun 3, 2022
parm-aatmaWhy lossless compression is impossible?In the vast landscape of mathematics, there exists a principle that, although seemingly obvious, holds profound implications. This…May 30, 2023May 30, 2023
parm-aatmaCognitive DissonanceImagine standing at a crossroads, torn between two paths — one representing your deeply held beliefs and the other enticing you with…May 22, 2023May 22, 2023
parm-aatmaThe Prisoner’s dilemmaGame theory is an intriguing and powerful field of study that allows us to analyze and understand strategic interactions between…May 18, 2023May 18, 2023
parm-aatmaLevels of Natural Language Processing (NLP Part — I)As humans, listening and comprehending our native language comes naturally to us at this age. We were definitely not born with the…Mar 4, 2023Mar 4, 2023
parm-aatmaDecision TreesRandom forests are one of the best algorithms for regression and classification tasks. It is known for handling large datasets with high…Feb 25, 2023Feb 25, 2023
parm-aatmaRegression AssumptionsTo create a regression model, we make certain assumptions related to the data at hand. Below are the six beliefs:Jan 24, 2023Jan 24, 2023
parm-aatmaThe Central TendenciesCentral Tendencies are the first things we learn about when starting with statistics. Mean, median and mode are like the ABCs of…Aug 3, 2021Aug 3, 2021