# Guides

- [Setup MarkovML SDK](/docs/guides/setup-your-machine.md): Install the MarkovML Python SDK on your system to integrate MarkovML into your ML development workflows
- [Upgrading your SDK version](/docs/guides/setup-your-machine/upgrading-your-cli-version.md)
- [Working with Datasets](/docs/guides/dataset-operations.md)
- [Register Datasets](/docs/guides/dataset-operations/register-dataset.md)
- [Register Access Credentials (Cloud Storage)](/docs/guides/dataset-operations/register-dataset/register-access-credentials-cloud-storage.md)
- [Register a Data Family](/docs/guides/dataset-operations/register-dataset/register-a-data-family.md)
- [Register a Dataset](/docs/guides/dataset-operations/register-dataset/register-a-dataset.md)
- [Read Datasets](/docs/guides/dataset-operations/read-datasets.md): This page describes how registered datasets can be accessed from the MarkovML Python SDK
- [List Datasets](/docs/guides/dataset-operations/read-datasets/fetch-all-datasets.md): This page describes how you can list datasets registered with MarkovML in the current workspace
- [Fetch Dataset](/docs/guides/dataset-operations/read-datasets/get-dataset-info.md)
- [Download Dataset Segment](/docs/guides/dataset-operations/read-datasets/download-dataset-segment.md)
- [Get Dataset Preview](/docs/guides/dataset-operations/read-datasets/get-dataset-preview.md)
- [Compare Datasets](/docs/guides/dataset-operations/compare-datasets.md)
- [Data Quality](/docs/guides/dataset-operations/data-quality.md)
- [Data Family Operations](/docs/guides/dataset-operations/data-family-operations.md)
- [Manage Models and Projects](/docs/guides/manage-models-and-projects.md)
- [Manage Projects](/docs/guides/manage-models-and-projects/manage-projects.md)
- [Create a Project](/docs/guides/manage-models-and-projects/manage-projects/create-a-project.md)
- [Access an existing Project](/docs/guides/manage-models-and-projects/manage-projects/access-an-existing-project.md)
- [Track Experiments](/docs/guides/manage-models-and-projects/track-experiments.md): Track your model training experiments by recording hyperparameters and metrics like loss and accuracy
- [Create Experiment Recorder](/docs/guides/manage-models-and-projects/track-experiments/create-experiment-tracking-recorder.md)
- [Add Records to an Experiment Recorder](/docs/guides/manage-models-and-projects/track-experiments/add-records-to-experiment-tracking-recorder.md)
- [Add Summary to an Experiment Recorder](/docs/guides/manage-models-and-projects/track-experiments/add-summary-to-an-experiment-recorder.md)
- [Integrations](/docs/guides/manage-models-and-projects/track-experiments/integrations.md)
- [Examples](/docs/guides/manage-models-and-projects/track-experiments/examples.md)
- [Image Classifier](/docs/guides/manage-models-and-projects/track-experiments/examples/image-classifier.md)
- [Record Model Evaluations](/docs/guides/manage-models-and-projects/register-model-recordings.md)
- [Create an Evaluation Recorder](/docs/guides/manage-models-and-projects/register-model-recordings/create-a-recorder.md)
- [Add Evaluation Records](/docs/guides/manage-models-and-projects/register-model-recordings/add-records.md)
- [Complete Examples](/docs/guides/manage-models-and-projects/examples.md)
- [Sentiment Classifier](/docs/guides/manage-models-and-projects/examples/sentiment-classifier.md)
- [MNIST Data Classifier](/docs/guides/manage-models-and-projects/examples/mnist-data-classifier.md)
- [Email Notification](/docs/guides/notify.md)