Ryan GotesmaninTowards Data SciencePrototyping a CNN to diagnose Covid-19 from Chest X-rayCan AI help us diagnose Covid-19? I say yes.Mar 25, 20202Mar 25, 20202
Ryan GotesmaninTowards Data ScienceIdentifying Potential Small Molecule Inhibitors of the COVID-19 CoronavirusCan we repurpose old drugs to target Covid-19?Mar 18, 20202Mar 18, 20202
Ryan GotesmaninTowards Data ScienceMathematical Insights into Classification using Linear Discriminant AnalysisThe math behind how Linear Discriminant Analysis or LDA can be used to solve classification problems.Jul 2, 20192Jul 2, 20192
Ryan GotesmaninTowards Data ScienceUnderstanding when Simple and Multiple Linear Regression give Different ResultsWhy you should care if your variables are correlatedMay 3, 20192May 3, 20192
Ryan GotesmaninTowards Data ScienceWhy 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, 20191Apr 27, 20191
Ryan GotesmaninTowards Data ScienceHow 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, 20183Aug 14, 20183
Ryan GotesmaninTowards Data ScienceAn 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, 20187May 19, 20187
Ryan GotesmanLearning 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
Ryan GotesmanLearning 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
Ryan GotesmaninTowards Data ScienceLearning Backpropagation from Geoffrey HintonAll paths to Machine Learning mastery pass through back propagation.Apr 17, 20185Apr 17, 20185