Lately, I have been thinking of ways of applying machine learning to a security project that I can do and share with all of you. A few days ago, I happened to come across a website called ZENEDGE which is offering AI driven web application firewall. I lik...

Becoming 1% better at data science everyday. Contribute to amitness/learning development by creating an account on GitHub. (more…)

In this blog post we propose a taxonomy of 6 levels of Auto ML, similar to the taxonomy used for self-driving cars. Here are the 6 levels: ●Level 3: Automatic (technical) feature engineering and… (more…)

A speaker at a lecture that I have attended recently summarized the philosophy of machine learning this way: “All knowledge comes from observed data, some from direct sensory experience and some from indirect experience, transmitted to us either culturall... (more…)

In this article we look at how to leverage weak annotations for machine learning through several Weakly Supervised Learning (WSL) techniques for image-based data. (more…)