Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...

If a community is 30 miles from the nearest hospital, it will face rural challenges, regardless of whether 500 or 50,000 people live there.

Heteroscedasticity describes a situation where risk (variance) changes with the level of a variable. In financial models, this means volatility is not constant. Most pricing and forecasting models ...

The decision to move back to India after years abroad is rarely simple. For many professionals who have spent a significant part of their adult lives .

Warren Buffett is famous for many reasons, including his simple and timeless wisdom, and this quote is no exception. Often attributed to Buffett and quoted in Tom Rath’s Strengths-Based Leadership, ...

Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...

Spoiler: there isn’t just one network definition. Learn everything you need to assess various network types, topologies, and architectures. The simple network definition: a system that links other ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of k-nearest neighbors regression to predict a single numeric value. Compared to other machine learning ...