# All roles

> Product: machine-learning 1.5.4

> Human landing page: https://docs.cloudera.com/machine-learning/1.5.4/

## Data Scientist

## Starting a Project

- [Collaboration models](https://docs.cloudera.com/machine-learning/1.5.4/collaboration-overview/llms-full.txt)
- [User Roles and Team Accounts](https://docs.cloudera.com/machine-learning/1.5.4/user-accounts/llms-full.txt)
- [Managing Projects](https://docs.cloudera.com/machine-learning/1.5.4/projects/llms-full.txt)
- [Applied ML Prototypes (AMP)](https://docs.cloudera.com/machine-learning/1.5.4/applied-ml-prototypes/llms-full.txt)

## Discovering and Exploring Data

- [Exploratory Data Science and Visualization](https://docs.cloudera.com/machine-learning/1.5.4/mlde/llms-full.txt)
- [Data Access](https://docs.cloudera.com/machine-learning/1.5.4/import-data/llms-full.txt)
- [Visualizations](https://docs.cloudera.com/machine-learning/1.5.4/visualizations/llms-full.txt)
- [Editors](https://docs.cloudera.com/machine-learning/1.5.4/visualizations/llms-full.txt)

## Developing for Data Science, ML and AI

- [Runtimes](https://docs.cloudera.com/machine-learning/1.5.4/runtimes/llms-full.txt)
- [Legacy Engines](https://docs.cloudera.com/machine-learning/1.5.4/engines/llms-full.txt)
- [GPUs](https://docs.cloudera.com/machine-learning/1.5.4/gpu/llms-full.txt)
- [Distributed Computing](https://docs.cloudera.com/machine-learning/1.5.4/distributed-computing/llms-full.txt)
- [Spark](https://docs.cloudera.com/machine-learning/1.5.4/spark/llms-full.txt)
- [Experiments](https://docs.cloudera.com/machine-learning/1.5.4/experiments/llms-full.txt)

## Packaging and Deployment

- [Cloudera AI Workbench Models (Legacy)](https://docs.cloudera.com/machine-learning/1.5.4/models/llms-full.txt)
- [Using Cloudera AI Registry](https://docs.cloudera.com/machine-learning/1.5.4/using-cloudera-ai-registry/llms-full.txt)

## Serving AI Models

- [Securing Models](https://docs.cloudera.com/machine-learning/1.5.4/pvc-securing-models/llms-full.txt)

## Performing ML Operations

- [Model Governance](https://docs.cloudera.com/machine-learning/1.5.4/model-governance/llms-full.txt)
- [Model Metrics](https://docs.cloudera.com/machine-learning/1.5.4/model-metrics/llms-full.txt)

## Deploying Applications

- [Applications](https://docs.cloudera.com/machine-learning/1.5.4/applications/llms-full.txt)

- [Jobs and Pipelines](https://docs.cloudera.com/machine-learning/1.5.4/jobs-pipelines/llms-full.txt)
## Reference

- [API](https://docs.cloudera.com/machine-learning/1.5.4/api/llms-full.txt)
- [REST API v2 Reference](https://docs.cloudera.com/machine-learning/1.5.4/rest-api-reference/llms-full.txt)
- [CLI](https://docs.cloudera.com/machine-learning/1.5.4/cli/llms-full.txt)
- [Jupyter Magics](https://docs.cloudera.com/machine-learning/1.5.4/jupyter/llms-full.txt)
- [Troubleshooting for the Data Scientist](https://docs.cloudera.com/machine-learning/1.5.4/troubleshooting-pvc-user/llms-full.txt)


## Administrator

## Managing your Cloudera AI Workbench service

- [Cloudera AI Workbenches](https://docs.cloudera.com/machine-learning/1.5.4/workspaces-privatecloud/llms-full.txt)
- [GPU usage](https://docs.cloudera.com/machine-learning/1.5.4/gpu-usage-privatecloud/llms-full.txt)
- [Site Administration](https://docs.cloudera.com/machine-learning/1.5.4/site-administration/llms-full.txt)
- [Security](https://docs.cloudera.com/machine-learning/1.5.4/security/llms-full.txt)
- [Quota Management [Technical Preview]](https://docs.cloudera.com/machine-learning/1.5.4/quota-management/llms-full.txt)
- [Cloudera AI Metrics Collector Service](https://docs.cloudera.com/machine-learning/1.5.4/pvc-metrics-collector-service/llms-full.txt)

## Supporting your Cloudera AI service

- [Troubleshooting for the Administrator](https://docs.cloudera.com/machine-learning/1.5.4/troubleshooting-pvc-admin/llms-full.txt)