Ashok KumarinAnalytics VidhyaACTIVATION FUNCTIONSThis article is a brief discussion on various activation functionsApr 7, 2021Apr 7, 2021
Ashok KumarinAnalytics VidhyaCLASSIFICATION REPORTA brief discussion on classification report and the metrics present in that reportNov 10, 2020Nov 10, 2020
Ashok KumarinAnalytics VidhyaBayes’ theoremA brief discussion on conditional probability and Bayes’ theroremOct 30, 2020Oct 30, 2020
Ashok KumarinAnalytics VidhyaN-Gram Language ModelsThis article is a discussion about language modeling, generate the text using N-gram LM, and sentence probability estimation using N-gram…May 28, 20201May 28, 20201
Ashok KumarinAnalytics VidhyaMarkov ChainsThis article is a discussion on Markov Chains and their implementations in pythonMay 25, 2020May 25, 2020
Ashok KumarinAnalytics VidhyaCovariance and CorrelationThis is a discussion on Mean, Variance, Covariance, Correlation and their implementation using pythonApr 1, 2020Apr 1, 2020
Ashok KumarinAnalytics VidhyaThe Concept of Error AnalysisThis article is a discussion of precision, recall and mathematical operations like Macro Average and Weighted AverageFeb 19, 20201Feb 19, 20201
Ashok KumarinAnalytics VidhyaUnderstanding Entropy, Loss Functions and the Mathematical intuition behind themThis article is a discussion about entropy and how loss functions work in classification related problemsFeb 13, 20202Feb 13, 20202
Ashok KumarinAnalytics VidhyaFunctionality — PandasThis is a discussion on various features of Pandas and the functionality with the help of Amazon Stocks Dataset.Feb 4, 2020Feb 4, 2020
