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ZendCon/OE: Machine Leaning in the Cloud
1.
@awsgeek lucidchart.com MACHINE LEARNINGIn the
Cloud
2.
@awsgeek lucidchart.com Jerry Hargrove Cloud
Architect & Evangelist www.awsgeek.com at Lucidchart
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wikipedia MachineLearning
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Regression Clustering Association
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@awsgeek lucidchart.com@awsgeek Classification ArtificialIntelligence overfit!
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20.
@awsgeek lucidchart.com ArtificialIntelligencePrediction Unlabeled image
21.
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22.
@awsgeek lucidchart.com SupervisedLearningSupervisedLearning Existing Observations Future Predictions
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@awsgeek lucidchart.com <?php require 'vendor/autoload.php'; $rek
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@awsgeek lucidchart.com <?php require 'vendor/autoload.php'; $rek
= new AwsRekognitionRekognitionClient([ 'version' => 'latest', 'region' => 'us-west-2' ]); $res = $rek->detectLabels([ 'Image' => [ 'Bytes' => ... ]
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@awsgeek lucidchart.com <?php require 'vendor/autoload.php'; $rek
= new AwsRekognitionRekognitionClient([ 'version' => 'latest', 'region' => 'us-west-2' ]); $res = $rek->detectLabels([ 'Image' => [ 'Bytes' => ... ], 'MaxLabels' => 5
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= new AwsRekognitionRekognitionClient([ 'version' => 'latest', 'region' => 'us-west-2' ]); $res = $rek->detectLabels([ 'Image' => [ 'Bytes' => ... ], 'MaxLabels' => 5, 'MinConfidence' => 80 ]);
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@awsgeek lucidchart.com <?php require 'vendor/autoload.php'; $rek
= new AwsRekognitionRekognitionClient([ 'version' => 'latest', 'region' => 'us-west-2' ]); $res = $rek->detectLabels([ 'Image' => [ 'Bytes' => ... ], 'MaxLabels' => 5, 'MinConfidence' => 80 ]); Results: Person - 99.3% Mountain Bike - 99.1% Outdoors - 83.1% Crest - 83.0% Rock - 82.8
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Azure
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46.
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Azure
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= new AwsSageMakerRuntimeSageMakerRuntimeClient([ 'version' => 'latest', 'region' => 'us-west-2' ]); $res = $sage->invokeEndpoint([
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