Since I switched to the field of machine learning, I have been interested in its theoretical foundations—doing a lot of pure mathematics in before my Ph.D. (and a tiny bit during the Ph.D. as well) left its mark apparently. I noticed two things relatively... (more…)

Learn to build real world machine learning solutions across different verticals. Master professional machine learning. WHAT YOU WILL LEARN Learn core concepts of Machine Learning Learn about differnt types of machine learning algorithms Build real world p... (more…)

Part 2 of my series on working with Naive Bayes for text classification... (more…)

Have you looked at Google Trends? It’s pretty cool — you enter some keywords and see how Google Searches of that term vary through time. I… (more…)

This blog post is the continuation of "Active Learning, part 1: the Theory", with a focus on how to apply the said theory to an image classification task with PyTorch. (more…)