feat: Kotlin Notebook overview (#4112)

* Kotlin Notebook overview outline

* Kotlin Notebook overview outline

* first draft of Kotlin Notebook overview

* chore: updated screenshot

* chore: change prototyping screenshot

* chore: changed link text

* chore: minor writing fixes

* Daniel review

* chore:  added a link and minor writing changes

docs/kr.tree

@@ -354,6 +354,7 @@
         </toc-element>
         <toc-element toc-title="IDE for Kotlin development" id="kotlin-ide.md" accepts-web-file-names="getting-started-eclipse.html,eclipse.html"/>
         <toc-element toc-title="Migrate to Kotlin code style with IntelliJ IDEA"  id="code-style-migration-guide.md"/>
+        <toc-element toc-title="Kotlin Notebook"  id="kotlin-notebook-overview.md"/>
         <toc-element id="run-code-snippets.md" accepts-web-file-names="quick-run.html"/>
         <toc-element id="kotlin-and-ci.md" toc-title="TeamCity"/>
         <toc-element id="kotlin-doc.md" toc-title="KDoc"/>

docs/topics/data-analysis-overview.md

@@ -50,7 +50,7 @@ Discover the features of our different Kotlin notebook solutions and choose the
 
 ### Kotlin Notebook
 
-The [Kotlin Notebook](https://plugins.jetbrains.com/plugin/16340-kotlin-notebook) is a plugin for IntelliJ IDEA that allows you to create notebooks in Kotlin. It provides our IDE experience with all common IDE features,
+The [Kotlin Notebook](kotlin-notebook-overview.md) is a plugin for IntelliJ IDEA that allows you to create notebooks in Kotlin. It provides our IDE experience with all common IDE features,
 offering real-time code insights and project integration.
 
 ### Kotlin notebooks in Datalore

docs/topics/kotlin-notebook-overview.md

@@ -0,0 +1,91 @@
+[//]: # (title: Kotlin Notebook)
+
+[Kotlin Notebook](https://plugins.jetbrains.com/plugin/16340-kotlin-notebook) is a dynamic plugin for IntelliJ IDEA that 
+provides an interactive environment to create and edit notebooks, leveraging the full potential of Kotlin's capabilities.
+
+Get ready for a seamless coding experience where you can develop and experiment with Kotlin code, receive immediate outputs, and integrate code, 
+visuals, and text within the IntelliJ IDEA ecosystem.
+
+![Kotlin Notebook](data-analysis-notebook.gif){width=700}
+
+The Kotlin Notebook plugin comes with various features to boost your development process, such as: 
+
+* Accessing APIs within cells
+* Importing and exporting files with a few clicks
+* Using REPL commands for a quick project exploration
+* Getting a rich set of output formats
+* Managing dependencies intuitively with annotations or Gradle-like syntax
+* Importing various libraries with a single line of code or even adding new libraries to your project
+* Getting insights for debugging with error messages and traceback
+
+Kotlin Notebook is based on our [Kotlin Kernel for Jupyter Notebooks](https://github.com/Kotlin/kotlin-jupyter?tab=readme-ov-file#kotlin-kernel-for-ipythonjupyter), 
+making it easy to integrate with other [Kotlin notebook solutions](https://kotlinlang.org/docs/data-analysis-overview.html#notebooks).
+Without compatibility issues, you can effortlessly share your work among Kotlin Notebook,
+[Datalore](https://datalore.jetbrains.com/), and [Kotlin-Jupyter Notebook](https://github.com/Kotlin/kotlin-jupyter).
+
+With these capabilities, you can embark on a wide range of tasks, from simple code experiments to comprehensive data projects. 
+
+Dive deeper into the sections below to discover what you can achieve with Kotlin Notebook!
+
+## Data analytics and visualization
+
+Whether you're conducting preliminary data exploration or completing an end-to-end data analysis project, Kotlin Notebook has
+the right tools for you.
+
+Within Kotlin Notebook, you can intuitively integrate [libraries](data-analysis-libraries.md) that let you retrieve, transform, plot, and model your data 
+while getting immediate outputs of your operations.
+
+For analytics-related tasks, the [Kotlin DataFrame](https://kotlin.github.io/dataframe/overview.html) library 
+provides robust solutions. This library facilitates loading, creating, filtering, and cleaning structured data.
+
+Kotlin DataFrame also supports seamless connection with SQL databases and reads data right in the IDE from 
+different file formats, including CSV, JSON, and TXT.
+
+[Kandy](https://kotlin.github.io/kandy/welcome.html), an open-source Kotlin library, allows you to create charts of various types.
+Kandy's idiomatic, readable, and type-safe features let you visualize data effectively and gain valuable insights.
+
+![data-analytics-and-visualization](data-analysis-kandy-example.png){width=700}
+
+## Prototyping
+
+Kotlin Notebook provides an interactive environment for running code in small chunks and seeing the results in real-time. 
+This hands-on approach enables rapid experimentation and iteration during the prototyping phase.
+
+With the help of Kotlin Notebook, you can test the concepts of solutions early in the ideation stage. Additionally, Kotlin Notebook supports both 
+collaborative and reproducible work, enabling the generation and assessment of new ideas.
+
+![kotlin-notebook-prototyping](kotlin-notebook-prototyping.png){width=700}
+
+## Backend development
+
+Kotlin Notebook offers the ability to call APIs within cells and work with protocols like OpenAPI. Its capability to 
+interact with external services and APIs makes it useful for certain backend development scenarios, such as 
+retrieving information and reading JSON files directly within your notebook environment.
+
+![kotlin-notebook-backend-development](kotlin-notebook-backend-development.png){width=700}
+
+## Code documentation
+
+In Kotlin Notebook, you can include inline comments and text annotations within code cells to provide additional context, 
+explanations, and instructions relevant to the code snippets.
+
+You can also write text in Markdown cells, which support rich formatting options such as headers, lists, links, images, and more. 
+To render a Markdown cell and see the formatted text, simply run it as you would a code cell.
+
+![kotlin-notebook-documenting](kotlin-notebook-documentation.png){width=700}
+
+## Sharing code and outputs
+
+Given Kotlin Notebook's adherence to the universal Jupyter format, it's possible to share your code and outputs across different notebooks.
+You can open, edit, and run your Kotlin Notebook with any Jupyter client, such as [Jupyter Notebook](https://jupyter.org/) or [Jupyter Lab](https://jupyterlab.readthedocs.io/en/latest/). 
+
+You can also distribute your work by sharing the `.ipynb` notebook file with any notebook web viewer. One option is [GitHub](https://github.com/), 
+which natively renders this format. Another option is [JetBrain's Datalore](https://datalore.jetbrains.com/) platform, 
+which facilitates sharing, running, and editing notebooks with advanced features like scheduled notebook runs. 
+
+![kotlin-notebook-sharing-datalore](kotlin-notebook-sharing-datalore.png){width=700}
+
+## What's next
+
+* [Try out Kotlin Notebook.](get-started-with-kotlin-notebooks.md)
+* [Deep dive into Kotlin for data analysis.](data-analysis-overview.md)