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Merge branch 'main' of github.com:timclegg/redbull-analytics-hol into main
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beginners/README.md

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## Prerequisites
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You'll need an OCI free trial account (<a href="https://signup.cloud.oracle.com/?sourceType=_ref_coc-asset-opcSignIn&language=en_US" target="_blank" title="Sign up for free trial">click here to sign up</a>). We're going to use a ready-to-go image to install the required resources, so all you need to start is a free account.
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You'll need an OCI free trial account: <a href="https://signup.cloud.oracle.com/?sourceType=_ref_coc-asset-opcSignIn&language=en_US" target="_blank" title="Sign up for free trial">click here to sign up</a> (right click and open in a new tab so you can keep these instructions open). We're going to use a ready-to-go image to install the required resources, so all you need to start is a free account.
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Registered lab participants should have received $500 in credits to use for Data Science operations.
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Here's [a video to help with signing up.](https://www.youtube.com/watch?v=4U-0SumNz6w)
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## Lab Guide
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A PDF version of the slide deck for this lab is [available here](./docs/Red-Bull-HOL.pdf) (right click to save to disk or open in a new tab).
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### SSH Key
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You'll also need an SSH key pair to access the OCI Stack we're going to create. For Mac/Linux systems, you can [use `ssh-keygen`](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/managingkeypairs.htm#ariaid-title4). On Windows, you'll [use PuTTY Key Generator](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/managingkeypairs.htm#ariaid-title5).
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You'll also need an SSH key pair to access the OCI Stack we're going to create. For Mac/Linux systems, you can [use `ssh-keygen`](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/managingkeypairs.htm#ariaid-title4). On Windows, you'll [use PuTTY Key Generator](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/managingkeypairs.htm#ariaid-title5). Again, right click the appropriate link and open in a new tab so you don't lose this page.
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To summarize Mac/Linux:
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6. Once the Create Stack job has succeeded, click the hamburger menu in the upper left, select **Compute** in the sidebar, and click **Instances** in the menu.
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![Instances in the Menu](./docs/red-bull-hol-2a-menu-instances.jpg)
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7. On the **Instances** screen, make sure "redbullhol" is selected under *Compartment*. If "redbullhol" isn't in the dropdown menu, it may need some time to show up, so grab (another) cup of coffee/tea and check back in a few minutes.
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7. On the **Instances** screen, make sure "redbullhol" is selected under *Compartment*. If "redbullhol" isn't in the dropdown menu, you may need to refresh the page for the new compartent to show up.
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![Instances Compartment](./docs/red-bull-hol-2c-instances-compartment.jpg)
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8. Once the "redbullhol" compartment is selected, you should see a running Instance in the list. The address you'll need to access it is in the *Public IP* column. Copy the IP address shown.
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- 04.ML_Modelling.ipynb
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- 05.ML_Model_Serving.ipynb
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## Making Your Own Modifications
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Once you've tested the notebooks as they are, you can make changes to `04.ML_Modelling.ipynb` to experiment with different inputs and see the results.
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## Starting The Web Application
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To see the results of the lab, you'll need to start the web server using Terminal.
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2. Enter the following commands, hitting return after each one (feel free to copy and paste)
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cd /home/opc/redbull-analytics-hol/beginners/web
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source /home/opc/redbullenv/bin/activate
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python3 app.py
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./launchapp.sh start
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To stop the server later, if needed, use:
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./launchapp.sh stop
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3. Open a web browser to the public IP of your Jupyter Lab, but use port 8080 instead of port 8001:
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http://xxx.xxx.xxx.xxx:8080

beginners/docs/Red-Bull-HOL.pdf

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terraform/schema.yaml

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title: "Compute SSH Public Key"
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description: "The public key to install on the compute for SSH access."
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type: oci:core:ssh:publickey
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required: false
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required: false

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