Documentation: README components image changes (#2330)

This PR is
1. Replacing the components to take less space. 
2. Replacing the Without and With VDK image with CLI GIF
3. Restructuring the Resources, as per the feedback that in the Next
steps should be the Getting Started link and just reshuffle the
resources in a better chronological order + add corresponding emojis

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: zverulacis

README.md

@@ -58,48 +58,21 @@ VDK creates data processing workflows to:
 - Provide built-in monitoring and smart notification capabilities.
 - Track both code and data modifications and the relationship between them, allowing quicker troubleshooting and version rollback.
 
+<!-- This is going to be transferred to the VDK CLI page to be linked: -->
+### A preview of the VDK CLI commands:
+- `vdk create`
+- `vdk run`
+- `vdk deploy`<br>
+  <br> <img alt="Gif displaying Versatile Data Kit commands create, run and deploy" src="https://github.com/vmware/versatile-data-kit/blob/main/support/images/versatile-data-kit-cli-retail.gif" width=80% height=auto/>
 
-![Without / With Versatile Data Kit](./support/images/versatile-data-kit-before-after-img-transparent-light.svg#gh-light-mode-only)
-![Without / With Versatile Data Kit](./support/images/versatile-data-kit-before-after-img-transparent-dark.svg#gh-dark-mode-only)
 ![Without / With Versatile Data Kit code](./support/images/versatile-data-kit-before-after-code-transparent-light.svg#gh-light-mode-only)
 ![Without / With Versatile Data Kit code](./support/images/versatile-data-kit-before-after-code-transparent-dark.svg#gh-dark-mode-only)
 
 
-# What VDK can do
-
-<p>
-<img src="./support/images/components/VDK SDK.svg" width="600" />
-</p>
-<p>
-<img src="./support/images/components/VDK SDK modules (1).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (2).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (3).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (4).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (5).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (6).svg" width="300"/>
-<img src="./support/images/components/VDK SDK modules (7).svg" width="300"/>
-</p>
-
-<p>
-<img src="./support/images/components/VDK CLI.svg" width="600"/>
-</p>
-
-
-<!-- This is going to be transferred to the VDK CLI page to be linked:
-A preview of the VDK CLI commands:
-- `vdk create`
-- `vdk run`
-- `vdk deploy`<br>
-  <br> <img alt="Gif displaying Versatile Data Kit commands create, run and deploy" src="https://github.com/vmware/versatile-data-kit/blob/main/support/images/versatile-data-kit-cli-retail.gif" width=80% height=auto/>
--->
-<p>
-<img src="./support/images/components/Control Service.svg" width="600"/>
-</p>
-<p>
-<img src="./support/images/components/Control Service modules (1).svg" width="300"/>
-<img src="./support/images/components/Control Service modules (2).svg" width="300"/>
-</p>
+# VDK components
 
+![VDK Components](./support/images/versatile-data-kit-components-dark-1.svg#gh-dark-mode-only)
+![VDK Components](./support/images/versatile-data-kit-components-light-1.svg#gh-light-mode-only)
 
 # Getting Started
 
@@ -138,14 +111,15 @@ them.
 
 # Next Steps
 
-▶️ [Getting started with VDK Operations UI](https://www.youtube.com/watch?v=DLRGCCGUp0U)</br>
-📖 [Use case examples](https://github.com/vmware/versatile-data-kit/wiki/Examples) that show how VDK fits into the data workflow.</br>
-📖 [VDK with Trino DB](https://towardsdatascience.com/from-raw-data-to-a-cleaned-database-a-deep-dive-into-versatile-data-kit-ab5fd992a02e).</br>
+🏃 [Getting Started](https://github.com/vmware/versatile-data-kit/wiki/getting-started)</br>
+📖 [VDK Examples](https://github.com/vmware/versatile-data-kit/wiki/Examples) try VDK yourself</br>
+🪜 [A step-by-step guide building a Web App with Streamlit and VDK](https://towardsdatascience.com/how-to-build-a-web-app-with-data-ingested-through-versatile-data-kit-ddae43b5f62d](https://towardsdatascience.com/how-to-build-a-web-app-with-data-ingested-through-versatile-data-kit-ddae43b5f62d )</br>
+▶️ [VDK UI - Installation and Getting Started](https://www.youtube.com/watch?v=DLRGCCGUp0U)</br>
 🗣️ Get to know us and ask questions at our [community meeting](https://github.com/vmware/versatile-data-kit/wiki/Community-and-Resources)</br>
 
 # Additional Resources
+🔍 [Documentation](https://github.com/vmware/versatile-data-kit/wiki/Introduction) for VDK.</br>
 📖 [Running in production](https://github.com/vmware/versatile-data-kit/wiki/Installation#install-versatile-data-kit-control-service)</br>
-📖 [Documentation](https://github.com/vmware/versatile-data-kit/wiki/Introduction) for VDK.</br>
 ▶️ [VDK Operations UI Overview](https://www.youtube.com/watch?v=9BkAOSvXuUg)</br>
 
 # Contributing