diff --git a/pgml-dashboard/content/blog/how-to-improve-search-results-with-machine-learning.md b/pgml-dashboard/content/blog/how-to-improve-search-results-with-machine-learning.md index e78c1b615..f6ef9d029 100644 --- a/pgml-dashboard/content/blog/how-to-improve-search-results-with-machine-learning.md +++ b/pgml-dashboard/content/blog/how-to-improve-search-results-with-machine-learning.md @@ -316,11 +316,11 @@ The `pgml.train` function will return a table with some information about the tr !!! -PostgresML automatically deploys a model for online predictions after training, if the **key metric** is a better than the currently deployed model. We'll train many models over time for this project, and you can read more about deployments later. +PostgresML automatically deploys a model for online predictions after training, if the **key metric** is better than the currently deployed model. We'll train many models over time for this project, and you can read more about deployments later. ### Making Predictions -Once a model is trained, you can use `pgml.predict` to use it on new inputs. `pgml.predict` is a function that takes our project name, along with an array of features to predict on. In this case, our features are th `title_rank` and `body_rank`. We can use the `pgml.predict` function to make predictions on the training data, but in a real application, we'd want to make predictions on new data that the model hasn't seen before. Let's do a quick sanity check, and see what the model predicts for all the values of our training data. +Once a model is trained, you can use `pgml.predict` to use it on new inputs. `pgml.predict` is a function that takes our project name, along with an array of features to predict on. In this case, our features are `title_rank` and `body_rank`. We can use the `pgml.predict` function to make predictions on the training data, but in a real application, we'd want to make predictions on new data that the model hasn't seen before. Let's do a quick sanity check, and see what the model predicts for all the values of our training data. !!! generic diff --git a/pgml-dashboard/src/components/left_nav_menu/template.html b/pgml-dashboard/src/components/left_nav_menu/template.html index bcf2f54b1..446d48391 100644 --- a/pgml-dashboard/src/components/left_nav_menu/template.html +++ b/pgml-dashboard/src/components/left_nav_menu/template.html @@ -1,16 +1,17 @@ -