We present a brief history of the field of interpretable machine learning (IML), give an overview of state-of-the-art interpretation methods, and discuss challenges. Research in IML has boomed in recent years. As young as the field is, it has over 200 yea... (more…)

Featuring implementation code, instructional videos, and more... (more…)

12 weeks, 24 lessons, classic Machine Learning for all - microsoft/ML-For-Beginners... (more…)

In an earlier post on Applying Machine Learning to IoT Sensors, I discussed the process for classifying sensor data with a mac... (more…)

From the past 3 blog posts on Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL), you should by now, have an idea of the basics. I hope I have whet your appetite by the potential for ML, but the some of apprehensions that surroun... (more…)