Published inTDS ArchivePrototyping a CNN to diagnose Covid-19 from Chest X-rayCan AI help us diagnose Covid-19? I say yes.Mar 25, 2020A response icon2Mar 25, 2020A response icon2
Published inTDS ArchiveIdentifying Potential Small Molecule Inhibitors of the COVID-19 CoronavirusCan we repurpose old drugs to target Covid-19?Mar 18, 2020A response icon2Mar 18, 2020A response icon2
Published inTDS ArchiveMathematical Insights into Classification using Linear Discriminant AnalysisThe math behind how Linear Discriminant Analysis or LDA can be used to solve classification problems.Jul 2, 2019A response icon2Jul 2, 2019A response icon2
Published inTDS ArchiveUnderstanding when Simple and Multiple Linear Regression give Different ResultsWhy you should care if your variables are correlatedMay 3, 2019A response icon2May 3, 2019A response icon2
Published inTDS ArchiveWhy you should pick your hypotheses BEFORE looking at your dataWhile sitting in statistics class my prof would often repeat the importance of deciding the hypotheses one wants to test before looking at…Apr 27, 2019A response icon1Apr 27, 2019A response icon1
Published inTDS ArchiveHow to Bring Keras Models onto Android with ZERO Knowledge of TensorflowYou’ve just created the most amazing neural network in Keras. But there is one problem.Aug 14, 2018A response icon3Aug 14, 2018A response icon3
Published inTDS ArchiveAn Introduction to Geographical Data VisualizationI have always been very impressed with figures that manage to combine data with geographical information. They are some of the most…May 19, 2018A response icon7May 19, 2018A response icon7
Learning Machine Learning — Part 6: Bias, Variance and Error MetricsWeek 6 of the course was much lighter on math and focused on pragmatic decisions you will have to make when designing ML programs. I found…Apr 25, 2018Apr 25, 2018
Learning Machine Learning — Part 5: BackpropagationFor week 5 of the course we continued to cover Neural Networks and focused on the backpropagation algorithm. I found backpropagation the…Apr 22, 2018Apr 22, 2018
Published inTDS ArchiveLearning Backpropagation from Geoffrey HintonAll paths to Machine Learning mastery pass through back propagation.Apr 17, 2018A response icon5Apr 17, 2018A response icon5