(tutorial)=
# Machine learning tutorials
(quick-start-tutorial)=
````{card} Make sure you start with the Quick start tutorial to understand the basics
```{button-link} ./01-mlrun-basics.html
:color: primary
:shadow:
:expand:
:click-parent:
Introduction to MLRun - Use serverless functions to train and deploy models
```
````
```{toctree}
:maxdepth: 1
:hidden:
01-mlrun-basics
02-model-training
03-model-serving
04-pipeline
05-model-monitoring
06-batch-infer
07-add-mlops-to-code
../feature-store/basic-demo
mlflow
```
Each of the following tutorials is a dedicated Jupyter notebook. You can download them by clicking the download icon at the top of each page.
- {ref}`model-training-tutorial`
- {ref}`serving-ml-dl-models`
- {ref}`projects-auto-ml-pipe`
- {ref}`realtime-monitor-drift-tutor`
- {ref}`batch-infor-draft-tutor`
- {ref}`add-mlops-to-code`
- {ref}`mlfow-tracker`
- {ref}`basic-demo`
at the top of each page.
- {ref}`model-training-tutorial`
- {ref}`serving-ml-dl-models`
- {ref}`projects-auto-ml-pipe`
- {ref}`realtime-monitor-drift-tutor`
- {ref}`batch-infor-draft-tutor`
- {ref}`add-mlops-to-code`
- {ref}`mlfow-tracker`
- {ref}`basic-demo`