Published onMay 1, 2022ML Refresher: Probability Theory, Maximum Likelihood Estimate and Maximum A PosteriorSum-RuleProduct-RuleProbabilityJoint-ProbabilityMarginal-ProbabilityConditional-ProbabilityFrequentist-ProbabilityBayesian-ProbabilityTest-of-IndependenceBayes-theoremMaximum-Likelihood-Estimate-(MLE)Maximum-A-Posterior-(MAP)Discuss the joint probability, marginal probability and conditional probability with Math equations and Python code example.
Published onApril 22, 2022Kaggle Competition Write-up - Stanford OpenVaccine mRNA Vaccine Degradation PredictionKaggleKerasTensorflowRecurrent-Neural-Network1D-Convolutional-LayerGated-Recurrent-Unit-Layer-(GRU)Long-Short-Term-Memory-Layer-(LSTM)Graph-Convolutional-Layer-(GCN)Gold model solution sharing on a Kaggle Competition about applying Neural Networks to mRNA sequences to predict base degradation.