• Dec 1, 2021

    Model Deployment with AWS Sagemaker

    Deploy custom model in AWS Sagemaker using containers.
  • Oct 9, 2021

    Power Test

    The power statistics calculates the probability of rejecting the null hypothesis assuming that the alternative is true. This is used to estimate sample sizes for trial experiments.
  • Sep 29, 2021

    Kernel Methods

    We explore the use of Kernels in classification, regression and density estimation.
  • Sep 24, 2021

    Clustering K-Means

    Kmeans clustering is a learning algorithm whereby datapoints are clustered in an unsupervised manner.
  • Sep 16, 2021

    Bayesian Network

    Bayesian networks encode probabilistic models in directed acyclic graphs. A node represents a covariate and the edges encode the conditional probabilities. We describe bayesian networks, give examples and explain how to determine the graph given observed data- structure learning.