# All Tutorials

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**You are looking at the old Evidently documentation**: this API is available with versions 0.6.7 or lower. Check the newer version [here](https://docs.evidentlyai.com/introduction).
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## Quick Start

Check the short Quickstart examples [here](https://github.com/evidentlyai/docs-old/blob/main/get-started/README.MD).

## Get Started Tutorials

Introductory tutorials that walk you through the basic functionality step by step.

| Title                                   | Guide                                                                                      | Code                                                                                                                                                                       |
| --------------------------------------- | ------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| LLM Evaluation                          | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial-llm)           | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/llm_evaluation_tutorial.ipynb)         |
| Data & ML Monitoring                    | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial-cloud)         | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/data_and_ml_monitoring_tutorial.ipynb) |
| LLM Tracing                             | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial_tracing)       | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/llm_tracing_tutorial.ipynb)            |
| Intro to Reports & Test Suites (OSS)    | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial_reports_tests) | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/getting_started_tutorial.ipynb)        |
| Self-host ML monitoring Dashboard (OSS) | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial-monitoring)    | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/get_started_monitoring.py)             |

## Example Reports and Tests

Simple examples show different local evaluations (Metrics, Tests and Presets) for tabular data and ML.

| Title                    | Code example                                                                                                                                                                         | Contents                                                                                                                                                                                                                        |
| ------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Evidently Test Presets   | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/evidently_test_presets.ipynb)                    | <p>Pre-built Test Suites on tabular data:</p><ul><li>Data Drift</li><li>Data Stability</li><li>Data Quality</li><li>NoTargetPerformance</li><li>Regression</li><li>Classification (Multi-class, binary, binary top-K)</li></ul> |
| Evidently Tests          | <p><a href="https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/evidently_tests.ipynb">Jupyter notebook</a><br></p>     | <ul><li>All individual Tests (50+) that one can use to create a custom Test Suite. Tabular data examples.</li><li>How to set test conditions and parameters.</li></ul>                                                          |
| Evidently Metric Presets | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/evidently_metric_presets.ipynb)                  | <p>All pre-built Reports:</p><ul><li>Data Drift</li><li>Target Drift</li><li>Data Quality</li><li>Regression</li><li>Classification</li></ul>                                                                                   |
| Evidently Metrics        | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/sample_notebooks/evidently_metrics.ipynb)                         | <ul><li>All individual metrics (30+) that one can use to create a custom Report.</li><li>How to set simple metric parameters.</li></ul>                                                                                         |
| Evidently LLM Metrics    | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/how_to_questions/how_to_evaluate_llm_with_text_descriptors.ipynb) | <ul><li>Evaluations for Text Data and LLMs</li></ul>                                                                                                                                                                            |

For LLM and text metrics, check the [LLM evaluation tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/tutorial-llm).

## Tutorials - LLM

| Title                                          | Tutorial                                                                                            |
| ---------------------------------------------- | --------------------------------------------------------------------------------------------------- |
| How to create LLM judge evaluator              | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/cookbook_llm_judge)              |
| How to run regression testing for LLM products | [Tutorial](https://docs-old.evidentlyai.com/tutorials-and-examples/cookbook_llm_regression_testing) |

## Tutorials - ML

To better understand the Evidently use cases, refer to the **detailed tutorials** accompanied by the blog posts.

| Title                                                            | Code example                                                                                                                                                                         | Blog post                                                                                                                                                 |
| ---------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Understand ML model decay in production (regression example)     | [Jupyter notebook](https://github.com/evidentlyai/community-examples/blob/main/tutorials/bicycle_demand_monitoring.ipynb)                                                            | [How to break a model in 20 days. A tutorial on production model analytics.](https://evidentlyai.com/blog/tutorial-1-model-analytics-in-production)       |
| Compare two ML models before deployment (classification example) | [Jupyter notebook](https://github.com/evidentlyai/community-examples/blob/main/tutorials/ibm_hr_attrition_model_validation.ipynb)                                                    | [What Is Your Model Hiding? A Tutorial on Evaluating ML Models.](https://evidentlyai.com/blog/tutorial-2-model-evaluation-hr-attrition)                   |
| Evaluate and visualize historical data drift                     | [Jupyter notebook](https://github.com/evidentlyai/evidently/blob/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/integrations/mlflow_logging/historical_drift_visualization.ipynb) | [How to detect, evaluate and visualize historical drifts in the data.](https://evidentlyai.com/blog/tutorial-3-historical-data-drift)                     |
| Monitor NLP models in production                                 | [Colab](https://colab.research.google.com/drive/15ON-Ub_1QUYkDbdLpyt-XyEx34MD28E1)                                                                                                   | [Monitoring NLP models in production: a tutorial on detecting drift in text data](https://www.evidentlyai.com/blog/tutorial-detecting-drift-in-text-data) |
| Create ML model cards                                            | [Jupyter notebook](https://github.com/evidentlyai/community-examples/tree/main/tutorials/How_to_create_an_ML_model_card.ipynb)                                                       | [A simple way to create ML Model Cards in Python](https://www.evidentlyai.com/blog/ml-model-card-tutorial)                                                |
| Use descriptors to monitor text data                             | [Jupyter notebook](https://github.com/evidentlyai/community-examples/tree/main/tutorials/How_to_add_a_custom_text_descriptor.ipynb)                                                  | [Monitoring unstructured data for LLM and NLP with text descriptors](https://www.evidentlyai.com/blog/unstructured-data-monitoring)                       |

You can find more examples in the [Community Examples](https://github.com/evidentlyai/community-examples) repository.

### How to examples

For code examples on specific functionality, check the How-To examples:

{% content-ref url="<https://github.com/evidentlyai/evidently/tree/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/how_to_questions>" %}
<https://github.com/evidentlyai/evidently/tree/ad71e132d59ac3a84fce6cf27bd50b12b10d9137/examples/how_to_questions>
{% endcontent-ref %}

### Integrations

To see how to integrate Evidently in your prediction pipelines and use it with other tools, refer to the **integrations**.

{% content-ref url="../integrations/integrations/evidently-integrations" %}
[evidently-integrations](https://docs-old.evidentlyai.com/integrations/integrations/evidently-integrations)
{% endcontent-ref %}