Update README.md

README.md

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 ### <p align="center"> <img width="485" alt="Automation Workflow" src="https://github.com/user-attachments/assets/a7dd082d-33e9-41df-b5e7-cc3dd359a9b7" />
 
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+
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+ <!--Confidentiality statement -->
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 <br><br>
 
-## ⚠️ [Important Notes]()
+#
 
+### ⚠️ Heads Up 
 
-- [Whenever possible](), projects and deliverables developed during the course will be made [publicly accessible]().
+* Projects and deliverables may be made [publicly available]() whenever possible.
 
-- The course emphasizes [**practical, hands-on experience**]() with real datasets to emulate professional consulting scenarios in the field.
+* The course prioritizes [**hands-on practice**]() with real data in consulting scenarios.
+
+* All activities comply with the [**academic and ethical guidelines of PUC-SP**]().
+
+* [**Confidential information**]() from this repository remains private in [private repositories]().
+
+#
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+<br><br><br>
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+<!--END-->
 
-- All activities and materials will strictly adhere to the [**academic and ethical guidelines of PUC-SP**](). Any content not authorized for public disclosure will remain [**confidential**]() and stored in [private repositories]().
 
 
-<br><br>
 
 
 ## [About No-SQL Repo]()