> For the complete documentation index, see [llms.txt](https://docs.nuvolos.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.nuvolos.com/tutorials/tutorials-for-instructors.md).

# Tutorials for Instructors

Nuvolos provides a flexible environment for instructors to deliver courses, manage assignments, and interact with students. A course in Nuvolos is an education-specific space with productivity feature.

#### Use Case: Standardizing the Classroom Experience

{% tabs %}
{% tab title="Problem" %}
**Managing diverse software environments across students**\
\
When teaching a technical or data-heavy course, instructors often lose class time acting as IT support. Students arrive with different operating systems, conflicting software versions, and varying hardware capabilities - leading to the "it works on my machine" problem, delayed assignments, and unequal access to course tools.
{% endtab %}

{% tab title="Solution" %}
**A unified platform with pre-configured environments**\
\
Instead of relying on student-managed local installations, instructors can build a single master workspace in Nuvolos. With a few clicks, that exact environment - complete with all necessary libraries, teaching materials, and licensed software - is distributed to every student's browser-based cloud workspace.
{% endtab %}

{% tab title="Result" %}
**Less overhead, consistent conditions for every student**\
\
By eliminating local troubleshooting and software accessibility barriers, instructors save hours of administrative overhead each term. Every student starts on a level playing field with a consistent, reliable setup - so the class can focus on the curriculum from day one rather than debugging environments.
{% endtab %}
{% endtabs %}

Nuvolos helps you solve the following challenges:

* **Environment consistency** - every student gets the exact same software environment, eliminating "it works on my machine" problems.
* **Software accessibility** - students access specialised or licensed software without installing anything locally.
* **Material distribution** - [distribute](/concepts/distribution.md) course materials, assignments, and updates to all students in one step.
* **Assignment management** - manage the full assignment lifecycle from creation and distribution to collection.
* **Reproducibility** - [snapshots](/concepts/distribution.md) track changes in course materials and student work, letting you revert to any previous version.
* **Scalable compute** - provide students with the [computational resources](/reference/applications/application-resources.md) they need, from simple scripts to complex simulations.