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MCU8MASS-89 updated billing info for jupyter and main image;
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README.md

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# Microchip IoT Developer Guides for AWS
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![AVR-IoT and PIC-IoT board splash art](./figures/header.png)
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![AVR-IoT and PIC-IoT board splash art](./figures/header_safari.png)
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## The Survival Guide for Your Embedded to Cloud Journey
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visualizing-sensor-data-in-jupyter-notebooks/README.md

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- [Introduction](#introduction)
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- [Table of contents](#table-of-contents)
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- [System Overview](#system-overview)
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- [Associated Costs (Billing)](#associated-costs-billing)
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- [Walk-Through](#walk-through)
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- [Step 0: Prerequisites](#step-0-prerequisites)
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- [Step 1: Configure IoT Analytics](#step-1-configure-iot-analytics)
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A [Docker container](https://aws.amazon.com/docker/) is essentially an application that includes a manifest outlining the dependencies and configurations needed to run the application. Similar to how a virtual machine allows an Operating System to run on any piece of hardware, a Docker container allows an application to run on any Operating System. This becomes useful in scaling and portability as it means our analyses can be cloned and run on a variety of platforms.
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## Associated Costs (Billing)
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You may incur charges from this tutorial. Before you start, please familiarize yourself with [Amazon SageMaker Pricing](https://aws.amazon.com/sagemaker/pricing/).
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If this is your first time using Amazon Sagemaker you will likely have access to [AWS Free Tier](https://aws.amazon.com/free) pricing. As part of this tier you get a certain amount of hours free for each notebook type. It is easy to exceed the free tier time limit and incur charges if you do not 'stop' the notebook after you are done.
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You will also be charged for storage space but this is typically less than $1.
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**To keep your charges under the cost of a candy bar you should 'stop' the notebook after you are done with the tutorial.**
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## Walk-Through
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### Step 0: Prerequisites
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## Next Steps
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**To prevent incurring excess charges, we recommend that you stop the notebook instance after you're done exploring.** To stop the notebook: find your notebook instance (**IoT Analytics > Notebooks**), click on the **three dots** and select **Stop Instance**.
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[![Navigation button to next tutorial: Device Monitoring in Amazon CloudWatch](figures/next_primary.svg)](../device-monitoring-in-amazon-cloudWatch)
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## Resources

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