High ROI Data Science
Built for technical and non-technical readers interested in all things data. Deep dives into causal machine learning, research methods, technical strategy, and advanced career advice.
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Machine Learning Models And Observational StudiesI thought it was common knowledge. We perform an observational study every time we train a machine learning model. When I said that in 2016, many data scientists sent back the mind-blown emoji. Today there are many more data science educators talking about experimental methods…
New Post And Content I Am FollowingHere’s a new post I released today. Machine Learning Models And Observational Studies Interesting Surveys And A Security Warning IBM’s Latest Study: How to create business value with AI They surveyed 35 projects that generated significant business returns and aggregated their…
Gartner's Hype Cycle And Machine Learning TrendsThe most recent Gartner hype cycle was released last month. They do an excellent job of covering the top-level points, but it is useful to cover the significant machine learning trends in greater detail. Those points need context and real-world examples.
