Typo correction

Author: dnth

README.md

@@ -363,8 +363,8 @@ Learn the basics of fastdup through interactive examples. View the notebooks on
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-## Load Data from Sources
-The notebooks in this section shows how you can load data from various sources and analyze them with fastdup.
+## Load Data From Sources
+The notebooks in this section show how to load data from various sources and analyze them with fastdup.
 
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@@ -591,8 +591,8 @@ The notebooks in this section shows how you can load data from various sources a
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-## Enrich Data using Foundation Models
-The notebooks in this section shows how you can enrich your visual dataset using various foundation models supported in fastdup.
+## Enrich Data Using Foundation Models
+The notebooks in this section show how to enrich your visual dataset using various foundation models supported in fastdup.
 
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    <tr>
@@ -712,7 +712,7 @@ The notebooks in this section shows how you can enrich your visual dataset using
 </table>
 
 ## Extract Features From Dataset
-The notebooks in this section shows how you can run fastdup on your own embeddings in combination with frameworks like ONNX and PyTorch.
+The notebooks in this section show how to run fastdup on your own embeddings in combination with frameworks like ONNX and PyTorch.
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