# Use Amazon Q to Expedite Your Machine Learning Workflows Amazon Q Developer is your AI-powered companion for machine learning development. With Amazon Q Developer, you can: + Receive step-by-step guidance on using SageMaker AI features independently or in combination with other AWS services. + Get sample code to get started on your ML tasks such as data preparation, training, inference, and MLOps. + Receive troubleshooting assistance to debug and resolve errors encountered while running code. Amazon Q Developer seamlessly integrates into your JupyterLab environment. To use Amazon Q Developer, choose the **Q** from the left-hand navigation of your JupyterLab environment or Code Editor environment. If you don't see the **Q** icon, your administrator needs to set it up for you. For more information about setting up Amazon Q Developer, see [Set up Amazon Q Developer for your users](studio-updated-amazon-q-admin-guide-set-up.md). Amazon Q automatically provides suggestions to help you write your code. You can also ask for suggestions through the chat interface.