Ready to get started with machine learning (ML) on AWS? ML requires a lot of processing capability, more than you’re likely to have at home. That’s where... (more…)

Overfitting and generalization is an important concept in Machine Learning as only models that generalize are interesting for general applications. Yet some students have trouble learning this important concept through lectures and exercises. In this pape... (more…)

Linear regression is one of the most commonly used machine learning algorithms. It’s used when we want to predict continuous values like predicting stock prices. In this tutorial, we will build linear regression model from scratch and train it using gradi... (more…)

This paper surveys the design approaches used in distributed machine learning (ML) platforms and proposes future research directions. This ... (more…)

Read how the Data Platform team at TrueLayer improved purchase transaction classification with Machine Learning. (more…)