> For the complete documentation index, see [llms.txt](https://docs.bdb.ai/bdb-documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.bdb.ai/bdb-documentation/data-science-lab/what-is-data-science-lab.md).

# What is Data Science Lab?

BDB Data Science Lab is a collaboration module for data scientists where they can jointly conduct experiments, share Notebooks, models, and other artifacts with team to validate and deploy them to the Production environment.

BDB DS Lab module provides the following functionalities for the Data Scientists to speed up their data experimentations:

* &#x20;[<mark style="color:blue;">**Create Data Science Projects**</mark>](/bdb-documentation/data-science-lab/project/creating-a-project.md)
* &#x20;[<mark style="color:blue;">**Write Executable Codes**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-cells/using-a-code-cell.md)
* &#x20;[<mark style="color:blue;">**Combine the codes with text in a single document**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-cells/using-a-markdown-cell.md)
* &#x20;[<mark style="color:blue;">**Add and Import required Datasets**</mark>](broken://pages/MzMvGq5TQiACYNmSCbvQ)
* &#x20;[<mark style="color:blue;">**Instantly convert your data into DataFrame**</mark>](broken://pages/ili5JvmWSNuWQPa5uH1k)
* &#x20;[<mark style="color:blue;">**Manage Multiple versions of the Notebook**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-list-page/notebook-version-control.md)
* &#x20;[<mark style="color:blue;">**Manage Multiple versions of the Project**</mark>](/bdb-documentation/data-science-lab/project/keep-multiple-versions-of-a-project.md)
* &#x20;[<mark style="color:blue;">**Deploy your Data Science Models to Data Pipeline**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/model/register-a-model.md)
* [<mark style="color:blue;">**Publish your Data Science Models as API service**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/model/register-model-as-an-api-service/register-a-model-as-an-api.md)