Bayes’ Theorem is about more than just conditional probability, and Naive Bayes is a flavor of the theorem which adds to its complexity and usefulness. (more…)

🤖 Scrape data from HTML websites automatically with Machine Learning - lorey/mlscraper... (more…)

A booklet on machine learning systems design with exercises - chiphuyen/machine-learning-systems-design... (more…)

In this crash course on GANs, we explore where they fit into the pantheon of generative models, how they've changed over time, and what the future has in store for this area of machine learning. (more…)

The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy. Since 2010 the dataset is used in the ImageNet Large Scale Visual Recognition Challenge (ILSVRC), a benchma... (more…)