docs: example notebook (#944)

* docs: example notebook

* update colab link

* docs: update dashboard config

* doc: update colab link to master

Author: inimaz

examples/notebooks/README.md

@@ -0,0 +1,20 @@
+# How to run the jupyter notebooks
+
+This repository contains several Jupyter notebooks that demonstrate various functionalities. To run these notebooks, follow the steps below:
+
+1. **Install Jupyter Notebook**: If you haven't already, you'll need to install Jupyter Notebook. You can do this using pip:
+   ```bash
+   pip install notebook
+   ```
+2. **Clone the Repository**: If you haven't already, clone this repository to your local machine using:
+   ```bash
+   git clone <repository_url>
+   ```
+3. **Navigate to the Directory**: Change your current directory to the location where you cloned the repository:
+   ```bash
+   cd <repository_directory>
+   ```
+4. **Start Jupyter Notebook**: Launch Jupyter Notebook by running the following command:
+   ```bash
+   jupyter notebook
+   ```