You (and your company) probably don't need machine learning. Most companies just need good data management with good regression modeling.
Read more »
In my quest to read all the pop neuroscience available online, I read this fascinating article on Gerald Edelman. It was full of profound quotes like We don’t have goals. We just have values.… (more…)
Read more »
Machine learning (ML) prediction APIs are increasingly widely used. An ML API
can change over time due to model updates or retraining. This presents a key
challenge in the usage of the API because it is often not clear to the user if
and how the ML model ... (more…)
Read 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…)
Read more »
Disclaimer: The following is based on my observations of machine learning teams — not an academic survey of the industry. For context, I’m a contributor to Cortex, an open source platform for… (more…)
Read more »