top level readme update

Author: sujee

README.md

@@ -18,6 +18,9 @@ Office Hours are held every week, offering engaging talks and live Q&A sessions
 ## Events
 
 (latest first)
+
+- **2025-Mar-20:** [Workshop: Hands on with Data Prep Kit](events/2025-03-20__data-prep-kit-hands-on.md)
+- **2025-Mar-13:** [Workshop: Hands on with Docling](events/2025-03-13__docling-hands-on.md)
 - **2025-Mar-06:** [Introducing GneissWeb -  a state-of-the-art LLM pre-training dataset](events/2025-03-06__gneissweb.md)
 - **2025-Feb-27:** [Review of data preparation tools and Q&A](events/2025-02-27__data-prep-review.md)
 + **2025-Feb-20:** [How to contribute to an open source project](events/2025-02-20__contributing-open-source.md)

events/2025-03-13__docling-hands-on.md

@@ -43,7 +43,7 @@ Docling is a versatile document processor that handles various file types, inclu
 
 More about docking: https://github.com/DS4SD/docling
 
-Join us for this hands-on session to explore how to use Docling for your data needs..
+Join us for this hands-on session to explore how to use Docling for your data needs.
 
 In this workshop we will do the following:
 
@@ -72,6 +72,10 @@ None
 **Duration**  
 45 mins
 
+### Resources
+
+will be available soon.
+
 ### Speaker: Sujee Maniyam
 
 **AI Engineer, Developer Advocate @ Node51 (Consulting for [IBM / The AI Alliance](https://thealliance.ai/))**  <br>