
173
For further analysis of this aritecture, use this reference to analyze US census data for population
segmentation using Amazon SageMaker³¹⁸
Finally, you can learn to use AWS Sagemaker to perform County Census Clustering in the following
screencast.
Video Link: hps://www.youtube.com/wat?v=H3AcLM_8P4s³¹⁹
Exercise-Use-Sagemaker
• Topic: Build a Sagemaker based Data Science project
• Estimated time: 45 minutes
• People: Individual or Final Project Team
• Sla Channel: #noisy-exercise-aer
• Directions:
• Part A: Get the airline data³²⁰ into your own Sagemaker.
• Part B: Performance the Data Science workflow:
- Ingest: Process the data
- EDA: Visualize