Deep learning with Apache MXNet - AIM403-R
Step 1: Login in your provided AWS account
Use the credentials provided by the organizers to login your account
Step 2: Sit back and relax
While the instance is getting launched we're going to give you a primer on SageMaker and the workshop objectives!
Step 3: Navigate to your notebook instance
Navigate to: Services > Amazon SageMaker > Notebook Instances
Click: "Open Jupyter" and DO NOT click "Open Jupyterlab", we're using the old jupyter notebook to allow a cool demo at the end to run directly in the browser.
Step 4: Open vegas_dice_notebook.ipynb
Follow the instructions from then on, as a recap:
- Creation of a SageMaker GroundTruth job and labeling of a sample of 5 images
- Data exploration of the output of a SageMaker GroundTruth job
- Training and hyper-parameter tuning of an object detection model
- Deployment and testing of a trained model on SageMaker end points
Have fun and get building!