Chris TamFrom Artificial Neurons to Transfer Learning for CNNsIn recent years, convolutional neural networks (CNNs) have shown promising results for applications in computer-aided diagnostics. Despite…10 min read·Feb 9, 2021----
Chris TamThe Pervert’s DilemmaIn Introducing the pervert’s dilemma, Carl Öhman proposes a mode of philosophical inquiry to solve, at least partially, what he calls the…2 min read·Feb 1, 2021----
Chris TamTrust in Medical AI: Substitutionism versus ExtensionismThis commentary will focus on the debate between Hatherley and Ferrario at al., where they discuss the topic of trust in medical AI. In…3 min read·Jan 22, 2021----
Chris TamOpacity in AIThis post discusses some of the issues surrounding opacity in AI. In particular, I discuss: Is AI opaque in a way that other technologies…3 min read·Jan 16, 2021----
Chris TaminLevel Up CodingGenerating Sample Data From Continuous FunctionsOne way to learn about machine learning is to simply play around with some models. Libraries such as scikit-learn are packed with tons of…4 min read·Apr 8, 2020----
Chris TaminLevel Up CodingThe Linear Algebra View of Least-Squares Regression: Supplements for the Novice ReaderThis post builds off of material presented by Andrew Chamberlains in his article “The Linear Algebra View of Least-Squares Regression”. He…4 min read·Feb 16, 2020----
Chris TaminTowards Data ScienceImplementing Linear and Polynomial Regression From ScratchLoading and Plotting the Data6 min read·Feb 16, 2020----