Building a Model using SageMaker
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01. Introduction to Amazon SageMaker
02. AWS Setup Instructions for Regular account
03. AWS SageMaker
04. SageMaker Instance Utilization Limits
05. Setting up a Notebook Instance
06. Cloning the Deployment Notebooks
07. Is Everything Set Up?
08. Boston Housing Example - Getting the Data Ready
09. Boston Housing Example - Training the Model
10. Boston Housing Example - Testing the Model
11. Mini-Project: Building Your First Model
12. Mini-Project: Solution
13. Boston Housing In-Depth - Data Preparation
14. Boston Housing In-Depth - Creating a Training Job
15. Boston Housing In-Depth - Building a Model
16. Boston Housing In-Depth - Creating a Batch Transform Job
17. Summary
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16. Boston Housing In-Depth - Creating a Batch Transform Job
Deployment L2 C12 V1
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