ref: remove motivation for using exp run

Alrd in Running Exps
iterative · Jan 12, 2022 · d8ba1f5 · d8ba1f5
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diff --git a/content/docs/command-reference/exp/run.md b/content/docs/command-reference/exp/run.md
@@ -26,9 +26,8 @@ directories, etc.
 > 📖 See full [Running Experiments] guide.
 
 Before running an experiment, you'll probably want to make modifications such as
-data and code updates, or <abbr>hyperparameter</abbr> tuning. For the latter,
-you can use the `--set-param` (`-S`) option of this command to change
-`dvc param` values on-the fly.
+<abbr>parameter</abbr> tuning. You can use the `--set-param` (`-S`) option to
+change param values on-the fly.
 
 Each experiment creates and tracks a project variation based on your
 <abbr>workspace</abbr> changes. Experiments will have a unique, auto-generated

diff --git a/content/docs/user-guide/experiment-management/running-experiments.md b/content/docs/user-guide/experiment-management/running-experiments.md
@@ -99,7 +99,7 @@ Going to reproduce stage: 'train'... continue? [y/n]
 
 ## (Hyper)parameters
 
-<abbr>Parameters</abbr> are the values that modify the underlying code's
+ML <abbr>parameters</abbr> are the values that modify the underlying code's
 behavior, producing different experiment results. Machine learning
 experimentation, for example, involves searching hyperparameters that improve
 the resulting model metrics.