Reading Time: 2 minutes Introduction I find the domain of interpretable ML incredibly fascinating. Being able to open a black box and understand why… Read More »Whitening a black box: how to interpret a ML model
Reading Time: 9 minutes A quick disclaimer: visualneurons.com, together with this post, is a 2-man work, adding up the efforts of Francesco Pochetti and… Read More »VisualNeurons.com, painting videos with S3, Cognito, Lambda, SES and AWS AI
Reading Time: 7 minutes A quick disclaimer: visualneurons.com, together with this post, is a 2-man work, adding up the efforts of Francesco Pochetti and… Read More »VisualNeurons.com, running Neural Style Transfer on AWS
Reading Time: 10 minutes Note: Javier in this post shared another (very cool way) of addressing extreme class imbalance: Focal Loss. Directly borrowed from… Read More »Extreme label imbalance: when you measure the minority class in basis points
Reading Time: 10 minutes Link to Jupyter Notebook Setting the stage Amazon SageMaker is a very popular service within the AWS ML suite, offering… Read More »Is it a thriller? Inferring movie genre from its poster in AWS SageMaker
Reading Time: 7 minutes Had you asked me to explain the output of a Random Forest model six months ago, without thinking twice, I would… Read More »Why is that house so expensive? Ask a Random Forest!
Reading Time: 7 minutes [Link to Jupyter Notebook] “Finding footage of a crime caught on tape is an investigator’s dream. But even with crystal… Read More »Given a picture, would you be able to identify which camera took it?
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Recommendation Engines
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »K-means Clustering
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Support Vector Machines