interpretable model to these perturbed instances. A Python package called Explain Like I’m 5 (ELI5) seeks to give clear justifications for machine learning models. It provides feature importance ...

Using machine learning ... learn how to classify text using deep learning and without writing code. We will practice by building a classification model trained in news articles from the BBC.

And finally, you will close out the specialization with an introduction to deep learning basics, including choosing model architectures, building/training ... Build and evaluate machine learning ...

Python is used to power platforms, perform data analysis, and run their machine learning models ... You can do this by building a model that generates insights on the factors that are most ...

James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class ... model and a 40-item set of test data to ...

You need a strong background in linear algebra and calculus, good Python programming ... popular among the machine learning and deep learning community. With the basic building blocks of ...