FlowingData

JULY 7, 2022

For The New York Times, Sophie Kasakove and Robert Gebeloff look closer at what’s happening in the middle : Nationally, only half of American families living in metropolitan areas can say that their neighborhood income level is within 25 percent of the regional median. Tags: income , middle class.

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FlowingData

OCTOBER 27, 2021

For Scientific American, Cédric Scherer and Georgios Karamanis charted drought extent by region using a grid of stacked bar charts. Each cell represents a year for a corresponding region, and color represents drought intensity. Tags: drought , Scientific American. Compare this view to more map-centric ones. Just different.

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SEPTEMBER 29, 2021

UnstableGround is a project from the Woodwell Climate Research Center that focuses on climate change in the Arctic: Climate change is transforming the Arctic, impacting people and ecosystems across this vast region. Tags: Arctic , climate change.

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FlowingData

JUNE 18, 2021

Alvin Chang for The Guardian shows how the researchers line up old rings to gather historical data and then do that across a region. Tags: Alvin Chang , drought , Guardian , tree ring. But to measure drought thousands of years ago, researchers can use tree rings.

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FlowingData

DECEMBER 17, 2021

Tonal patterns and autobiographical events are processed in overlapping regions of the medial prefrontal cortex. Tags: Christmas , songs , Washington Post. All music can stimulate the brain’s pleasure centers, he said, but holiday music can evoke treasured memories on top of that, courtesy of the brain’s filing system.

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FlowingData

APRIL 19, 2022

Instead of using the slider format, which kind of uncovers an after image, you can see the already boundaried regions change right away. Tags: Gordon Logie , satellite imagery , wildfire. The transitions for the before-and-after show the wildfire damage clearly.

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MAY 20, 2021

Our estimates show that an estimated 1% of all marriages in the region are between two software developers — specifically developers of applications and systems software. Tags: marriage , occupation , San Francisco Chronicle , Susie Neilson. For the U.S. For the U.S. Back in 2017, I made similar comparisons nationally.

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JUNE 30, 2022

You choose a region and go from there. Tags: census , population. Using the first results from this census, we look at which places have seen the biggest increases and decreases, which areas had the largest growth in different age groups, and how your chosen local authority area compares with others.

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AWS Machine Learning Blog

MAY 15, 2024

Before creating the questions - Analyze the book found between tags, to identify distinct chapters, sections, or themes for question generation. - docker tag :tag your-account-id.dkr.ecr.amazonaws.com/ :tag docker push.dkr.ecr.amazonaws.com/ :tag Copy the values for GenExamImageUri and TakeExamImageUri.

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Hacker News

DECEMBER 27, 2023

Recent iPhone models have additional hardware-based security protection for sensitive regions of the kernel memory. Let us take a look at how they correlate with the regions used by the exploit. Finally, I obtained a third confirmation when I decided to try and access the registers located in these unknown regions.

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FlowingData

MAY 14, 2021

They point out historical markers along the way, split it up by region, and provide an explorer at the end to look at your states of interest. Tags: census , population , states , Washington Post. In the end, it all comes down to weather and air conditioning. Still deciding what I think about those gradient connections.

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AWS Machine Learning Blog

APRIL 23, 2024

Build a Docker image using the reference Dockerfile: docker build --network sagemaker --tag myflaskapp:v1 --file./Dockerfile. Re-tag the build as an ECR image and push. amazonaws.com/myflaskapp:v1 sagemaker-user@default:~$ docker image list REPOSITORY TAG IMAGE ID CREATED SIZE 123456789012.dkr.ecr.us-east-2.amazonaws.com/myflaskapp

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AWS Machine Learning Blog

MAY 30, 2023

The names of these usage types are structured as follows: REGION-Notebk:instanceType (for example, USE1-Notebk:ml.g4dn.8xlarge 8xlarge ) REGION-Notebk:VolumeUsage.gp2 (for example, USE2-Notebk:VolumeUsage.gp2 ) Filtering by the usage type Notebk: will show you a list of notebook usage types in an account.

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AWS Machine Learning Blog

APRIL 17, 2024

You use the cdk bootstrap command in the AWS CDK CLI to prepare the environment (a combination of AWS account and AWS Region) with resources required by AWS CDK to perform deployments into that environment. region --role-arn arn:aws:iam::xxxxxxxxx:role/single-new-eks-. or later NPM version 10.0.0

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Mlearning.ai

FEBRUARY 6, 2023

ENV PYTHONUNBUFFERED=TRUE ENV PYTHONDONTWRITEBYTECODE=TRUE Once we have the DOCKER file we need to build it to create an image and tag that image before we push it to Amazon ECR. aws ecr describe-repositories --repository-names "${algorithm_name}" --region ${region}> /dev/null 2>&1 if [ $? -ne

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AWS Machine Learning Blog

MAY 30, 2023

It allows you to filter and group by values such as AWS service, usage type, cost allocation tags, EC2 instance type, and more. The following screenshot shows SageMaker costs per month for the selected date range, grouped by Region. Tagging A tag is a label that you assign to an AWS resource.

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AWS Machine Learning Blog

JANUARY 9, 2024

In a channel, users can ask it questions in a new message, or tag it in an existing thread at any point, to provide additional data points, resolve a debate, or summarize the conversation and capture the next steps. Region Launch Stack N. You can also invite Amazon Q to participate in your team channels.

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AWS Machine Learning Blog

FEBRUARY 14, 2024

We use XML tags to better improve the performance of the model. intents_block} The output format is: {{ "intent_id": intent_id, "confidence": confidence }} For the given utterance, you try to categorize the intent of the caller to be one of the intents in tags. Put your thinking in tags before deciding on the intent.

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AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. This is where the power of auto-tagging and attribute generation comes into its own.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

AWS provides tools such as Amazon CloudWatch , tags , and AWS CloudTrail to make it straightforward to accurately identify the cost and usage of workloads, make sure you utilize resources to measure return on investment (ROI), and enable workload owners to optimize their resources and reduce costs.

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AWS Machine Learning Blog

MAY 31, 2023

Then run the following command to get the AMI ID: aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning AMI Neuron PyTorch 1.13.? If you’re running in the us-east-1 Region, you can keep the values for ALBName and AZIds at their default. your-region}.amazonaws.com your-region}.amazonaws.com

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AWS Machine Learning Blog

SEPTEMBER 26, 2023

See the following commands to login to Amazon ECR, which tags the local image with full Amazon ECR image path and then push the image to Amazon ECR. Ensure you replace region and account variables to match your environment. . * Connected to localhost (127.0.0.1) port 8080 (#0) > POST /invocations HTTP/1.1 >

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AWS Machine Learning Blog

JULY 3, 2023

Amazon Translate allows tag modifications, which allows you to specify what text should not be translated. Region region = Region.US_EAST_1; TextractClient textractClient = TextractClient.builder().region(region).build(); region(region).build(); region(region).build(); document(pdfDoc).build();

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AWS Machine Learning Blog

JUNE 8, 2023

You can replace ECR_IMAGE_ID with any of the image tags available in the Amazon ECR Public Gallery , or choose the latest-gpu tag if you are using a machine that supports GPU. This command will start JupyterLab and provide a URL on the terminal, like [link]. Copy the link and enter it in your preferred browser to start JupyterLab.

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AWS Machine Learning Blog

MAY 10, 2023

Make sure to use the same QuickSight Region as Canvas. You can change the Region by navigating from the profile icon on the QuickSight console. Choose Next: Tags. You can add metadata to the policy by attaching tags as key-value pairs, then choose Next: Review. Choose Send to share data.

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Flipboard

NOVEMBER 24, 2023

This especially helps in a few-shot prompt setting where you can have multiple queries and responses with queries tagged with nnHuman and previous responses tagged with nnAssistant. When using Claude, you can take advantage of its innate knowledge of arbitrary XML tags in order to provide these examples in a few-shot format.

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AWS Machine Learning Blog

DECEMBER 14, 2023

This advancement simplifies cost allocation analysis for storage resources, aiding administrators in managing and attributing costs more effectively.

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AWS Machine Learning Blog

JANUARY 25, 2024

In a channel, users can ask Amazon Q business expert questions in a new message, or tag it in an existing thread at any point, to provide additional data points, resolve a debate, or summarize the conversation and capture the next steps. Region Launch Stack N. Solution overview Amazon Q business expert is amazingly powerful.

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Flipboard

NOVEMBER 21, 2023

Navigate to folder docker Create an Amazon ECR repo using the AWS CLI (replace REGION with your preferred AWS region) aws ecr create-repository --repository-name sagemaker-matlab-training --image-scanning-configuration scanOnPush=true --region Run the following docker command: docker build -t sagemaker-matlab-training-r2023a.

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Mlearning.ai

APRIL 11, 2023

Output using Meta’s SAM for tagging boxes Quality Management in manufacturing Image Segmentation can be used for quality management in manufacturing by identifying defective items. Additionally, SAM can be used to identify misplaced products and help workers locate specific items more quickly, reducing the time spent searching for products.

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AWS Machine Learning Blog

MARCH 25, 2024

It is recommended to use Signature Version 4 to authenticate HTTP requests to Amazon S3 as well, although authentication with older Signature Version 2 is also possible in some AWS Regions. Best Practice 5 – Use tag-based access control. You can use tags to control access within your AWS accounts.

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AWS Machine Learning Blog

DECEMBER 13, 2023

This solution is supported in Regions where Anthropic Claude on Amazon Bedrock is available. Rob created a tagging strategy for SLG1 based on best practices, but may need to coordinate with other teams who have created their own strategies, to align on a uniform approach. A new task was created to coordinate tagging strategies.

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AWS Machine Learning Blog

APRIL 19, 2024

v1alpha5 kind: ClusterConfig metadata: name: do-eks-yaml-karpenter version: '1.28' region: us-west-2 tags: karpenter.sh/discovery: discovery: "do-eks-yaml-karpenter" securityGroupSelectorTerms: - tags: karpenter.sh/discovery: For the example in this post, we use the following EKS cluster manifest : apiVersion: eksctl.io/v1alpha5

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AWS Machine Learning Blog

APRIL 11, 2023

If needed for a connection to Amazon S3, a regional endpoint “ spark.hadoop.fs.s3a.endpoint ” can be specified within the configurations file. In our case, we’re writing Parquet files to Amazon S3 and setting “ spark.sql.parquet.fs.optimized.comitter.optimization-enabled ” to true.

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AWS Machine Learning Blog

AUGUST 21, 2023

She is tasked with building the sales forecast model, and needs access to sales data for the particular region. For example, if your cluster resides in the us-east-1 Region, you could specify a common name in the certificate configuration that allows access to the cluster by specifying CN=*.ec2.internal compute.internal.

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AWS Machine Learning Blog

JUNE 27, 2023

You can identify proprietary models by the “Proprietary” tag on model cards, as shown in the following screenshot. Choose Continue to configuration and choose a Region. Copy the ARN corresponding to your Region and specify the same in the notebook’s cell instruction. You will see a product ARN displayed.

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AWS Machine Learning Blog

MAY 30, 2023

To see the cost and usage breakdown by instance hours, you need to de-select all the REGION-Host:VolumeUsage.gp2 usage types before applying the usage type filter. You can also apply additional filters such as account number, EC2 instance type, cost allocation tag, Region, and more. You can also apply additional filters.

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