Published onAugust 25, 2024Statistics and Data Science Program HighlightsSDS-programhighlightsSplash page for my Statistics and Data Science program highlight posts
Published onApril 1, 2024Machine Learning Optimization - Stochastic Descent, Variance Reduction Techniques, and the Bias-Variance TradeoffSDS-programmachine-learningoptimizationgradient-descentvariance-reductionstochastic-gradient-descentstatisticspythonA dive into techniques and statistical background in machine learning optimization, with focus upon stochastic gradient descent, variance reduction techniques, and the bias-variance tradeoff.
Published onApril 1, 2024Blockbust-a Videoz Classifier (NLP Sentiment Classification)SDS-programnatural-language-processingmachine-learningsentiment-classificationpythonNatural Language Processing Sentiment Classification, Movie Reviews
Published onDecember 1, 2023Engineering Decision AnalysisSDS-programdecision-analysisengineeringDecision Analysis, Corporate Standard Electrical Design Tool Selection