From Idea to Production ML, From Idea to Production ML, From Idea to Production ML

We started out talking about some of the main bottlenecks they have encountered over the years of trying to push data products into production environments. Then things started to heat up as we dove into the topic of monitoring ML and inevitably the word explainability started being thrown around. Turns out Lex is currently doing a Ph.D. on the subject so there was much to talk about. We had to ask if explainability is now table-stakes when it comes to monitoring solutions on the market? The short answer from the team. Yes! Please excuse the bit of sound trouble we had with google mike at the beginning., We started out talking about some of the main bottlenecks they have encountered over the years of trying to push data products into production environments. Then things started to heat up as we dove into the topic of monitoring ML and inevitably the word explainability started being thrown around. Turns out Lex is currently doing a Ph.D. on the subject so there was much to talk about. We had to ask if explainability is now table-stakes when it comes to monitoring solutions on the market? The short answer from the team. Yes! Please excuse the bit of sound trouble we had with google mike at the beginning., We started out talking about some of the main bottlenecks they have encountered over the years of trying to push data products into production environments. Then things started to heat up as we dove into the topic of monitoring ML and inevitably the word explainability started being thrown around. Turns out Lex is currently doing a Ph.D. on the subject so there was much to talk about. We had to ask if explainability is now table-stakes when it comes to monitoring solutions on the market? The short answer from the team. Yes! Please excuse the bit of sound trouble we had with google mike at the beginning.