diff --git a/README.md b/README.md
index 46da40f29..1df9649ee 100644
--- a/README.md
+++ b/README.md
@@ -35,11 +35,16 @@ For the full instructions for connecting your AWS Account see:
 - One time AWS Onboarding: [AWS Setup](https://supercowpowers.github.io/sageworks/aws_setup/core_stack/)
 
 
+### SageWorks Presentations
+Even though SageWorks makes AWS easier, it's taking something very complex (Full AWS ML Pipelines/Services) and making it less complex. SageWorks has a depth and breadth of functionality so we've provided higher level conceptual documentation See: [SageWorks Presentations](https://supercowpowers.github.io/sageworks/presentations/)
 
-### SageWorks Documentation
-<img align="right" width="340" alt="sageworks_api" style="padding-left: 10px;"  src="https://github.com/SuperCowPowers/sageworks/assets/4806709/bf0e8591-75d4-44c1-be05-4bfdee4b7186">
+### SageWorks Python API Docs
+<img align="right" width="300" alt="sageworks_api" style="padding-left: 10px;"  src="https://github.com/SuperCowPowers/sageworks/assets/4806709/bf0e8591-75d4-44c1-be05-4bfdee4b7186">
 
-[SageWorks Documentation](https://supercowpowers.github.io/sageworks/): The documentation contains examples from the SageWorks source code in this repository under the `examples/` directory. For a full code listing of any example please visit our [SageWorks Examples](https://github.com/SuperCowPowers/sageworks/blob/main/examples)
+The SageWorks API documentation [SageWorks API](https://supercowpowers.github.io/sageworks/) covers our in-depth Python API and contains code examples. The code examples are provided in the Github repo `examples/` directory. For a full code listing of any example please visit our [SageWorks Examples](https://github.com/SuperCowPowers/sageworks/blob/main/examples)
+
+### Questions?
+The SuperCowPowers team is happy to anser any questions you may have about AWS and SageWorks. Please contact us at [sageworks@supercowpowers.com](mailto:sageworks@supercowpowers.com) or on chat us up on [Discord](https://discord.gg/WHAJuz8sw8) 
 
 
 ### SageWorks Beta Program