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  • Published on
    May 1, 2022

    ML Refresher: Probability Theory, Maximum Likelihood Estimate and Maximum A Posterior

    Sum-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 on
    April 22, 2022

    Kaggle Competition Write-up - Stanford OpenVaccine mRNA Vaccine Degradation Prediction

    KaggleKerasTensorflowRecurrent-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.
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