Update overview.md

alan-turing-institute · Nov 8, 2023 · 6bf2c20 · 6bf2c20
1 parent 663e4bf
commit 6bf2c20
Showing 1 changed file with 3 additions and 3 deletions.
diff --git a/docs/getting-started/overview.md b/docs/getting-started/overview.md
@@ -31,15 +31,15 @@ to environmental sciences by plugging together the `xarray`, `pandas`, and `neur
 ```{warning}
 NPs are not off-the-shelf ML models like those you might find in `scikit-learn`.
 They are novel, data-hungry deep learning models.
-Althought early studies have been very promising,
-more research is needed to understand when NPs work best and how to get the most out of them.
+Early studies have been very promising,
+but more research is needed to understand when NPs work best and how to get the most out of them.
 That's where the DeepSensor package and community come in!
 ```
 
 ## Project goals
 
 DeepSensor aims to:
-* Drastically reduce the effort required to apply NPs to their data so that users can focus on the science
+* Drastically reduce the effort required to apply NPs to environmental data so users can focus on the science
 * Build an open-source software and research community
 * Generate a positive feedback loop between research and software
 * Stay updated with the latest SOTA models that align with the DeepSensor modelling paradigm