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	<title>Machine Learning Archives</title>
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	<description>The Core of all Optimization - IT, Security, Software, Scripting</description>
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	<item>
		<title>KMeans Unsupervised Anomaly Detection: Splunk, Engine Ops</title>
		<link>https://www.optimizationcore.com/guides/kmeans-unsupervised-anomaly-detection-splunk-engine-work/</link>
					<comments>https://www.optimizationcore.com/guides/kmeans-unsupervised-anomaly-detection-splunk-engine-work/#comments</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sat, 01 Jul 2023 10:33:43 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[OT - Operational Technology]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=615</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/kmeans-unsupervised-anomaly-detection-splunk-engine-work/">KMeans Unsupervised Anomaly Detection: Splunk, Engine Ops</a></p>
<p>Utilize KMeans unsupervised anomaly detection in Splunk to pinpoint irregular engine behavior for predictive maintenance solutions</p>
<p><a href="https://www.optimizationcore.com/guides/kmeans-unsupervised-anomaly-detection-splunk-engine-work/">KMeans Unsupervised Anomaly Detection: Splunk, Engine Ops</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
					<wfw:commentRss>https://www.optimizationcore.com/guides/kmeans-unsupervised-anomaly-detection-splunk-engine-work/feed/</wfw:commentRss>
			<slash:comments>2</slash:comments>
		
		
			</item>
		<item>
		<title>Machine Learning Data Preprocessing, Splunk &#8211; Engine Data</title>
		<link>https://www.optimizationcore.com/guides/machine-learning-data-preprocessing-splunk-engine-data/</link>
					<comments>https://www.optimizationcore.com/guides/machine-learning-data-preprocessing-splunk-engine-data/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sat, 01 Jul 2023 10:06:56 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Data Preprocessing]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[OT - Operational Technology]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=603</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/machine-learning-data-preprocessing-splunk-engine-data/">Machine Learning Data Preprocessing, Splunk &#8211; Engine Data</a></p>
<p>Understanding machine learning data preprocessing is crucial. We highlight its use in predicting engine malfunctions with vibration sensor data</p>
<p><a href="https://www.optimizationcore.com/guides/machine-learning-data-preprocessing-splunk-engine-data/">Machine Learning Data Preprocessing, Splunk &#8211; Engine Data</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
					<wfw:commentRss>https://www.optimizationcore.com/guides/machine-learning-data-preprocessing-splunk-engine-data/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk Standard Scaling: ML Preprocessing, Normalization</title>
		<link>https://www.optimizationcore.com/guides/splunk-standard-scaling-ml-preprocessing-normalization/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-standard-scaling-ml-preprocessing-normalization/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sat, 01 Jul 2023 09:57:57 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Data Preprocessing]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=587</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-standard-scaling-ml-preprocessing-normalization/">Splunk Standard Scaling: ML Preprocessing, Normalization</a></p>
<p>Master the Splunk Standard Scaling: Transform data with MLTK or built-in commands for optimized analysis, preprocessing, and normalizing data</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-standard-scaling-ml-preprocessing-normalization/">Splunk Standard Scaling: ML Preprocessing, Normalization</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk Supervised Machine Learning &#8211; Vibration Sensor Case</title>
		<link>https://www.optimizationcore.com/guides/splunk-supervised-machine-learning-vibration-sensor-case/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-supervised-machine-learning-vibration-sensor-case/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sun, 25 Jun 2023 20:26:37 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[OT - Operational Technology]]></category>
		<category><![CDATA[Splunk]]></category>
		<category><![CDATA[Splunk add-ons]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=553</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-supervised-machine-learning-vibration-sensor-case/">Splunk Supervised Machine Learning &#8211; Vibration Sensor Case</a></p>
<p>Optimizing maintenance with Splunk's supervised machine learning: A deep dive into vibration sensor data applications</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-supervised-machine-learning-vibration-sensor-case/">Splunk Supervised Machine Learning &#8211; Vibration Sensor Case</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Input Event Count Exceeds Maximum Inputs &#8211; Splunk MLTK Error</title>
		<link>https://www.optimizationcore.com/guides/input-event-count-exceeds-maximum-inputs-splunk-mltk-error/</link>
					<comments>https://www.optimizationcore.com/guides/input-event-count-exceeds-maximum-inputs-splunk-mltk-error/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Wed, 21 Jun 2023 17:21:34 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Splunk]]></category>
		<category><![CDATA[Troubleshooting]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=599</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/input-event-count-exceeds-maximum-inputs-splunk-mltk-error/">Input Event Count Exceeds Maximum Inputs &#8211; Splunk MLTK Error</a></p>
<p>Encountering 'input event count exceeds max_inputs' error in Splunk MLTK? Discover effective strategies to handle large datasets seamlessly</p>
<p><a href="https://www.optimizationcore.com/guides/input-event-count-exceeds-maximum-inputs-splunk-mltk-error/">Input Event Count Exceeds Maximum Inputs &#8211; Splunk MLTK Error</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
					<wfw:commentRss>https://www.optimizationcore.com/guides/input-event-count-exceeds-maximum-inputs-splunk-mltk-error/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk KMeans Unsupervised Algorithm: ML Data Classification</title>
		<link>https://www.optimizationcore.com/guides/splunk-kmeans-unsupervised-algorithm-ml-data-classification/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-kmeans-unsupervised-algorithm-ml-data-classification/#comments</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sun, 18 Jun 2023 17:37:34 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=595</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-kmeans-unsupervised-algorithm-ml-data-classification/">Splunk KMeans Unsupervised Algorithm: ML Data Classification</a></p>
<p>Discover the power of Splunk KMeans, an unsupervised algorithm in ML, transforming raw data into insightful clusters for classification</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-kmeans-unsupervised-algorithm-ml-data-classification/">Splunk KMeans Unsupervised Algorithm: ML Data Classification</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
					<wfw:commentRss>https://www.optimizationcore.com/guides/splunk-kmeans-unsupervised-algorithm-ml-data-classification/feed/</wfw:commentRss>
			<slash:comments>2</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk RobustScaler: ML Data Preprocessing</title>
		<link>https://www.optimizationcore.com/guides/splunk-robustscaler-ml-data-preprocessing/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-robustscaler-ml-data-preprocessing/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Sat, 17 Jun 2023 13:20:00 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Data Preprocessing]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=590</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-robustscaler-ml-data-preprocessing/">Splunk RobustScaler: ML Data Preprocessing</a></p>
<p>Explore how the Splunk RobustScaler, part of Machine Learning Toolkit, helps manage outliers for more accurate data analysis</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-robustscaler-ml-data-preprocessing/">Splunk RobustScaler: ML Data Preprocessing</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Machine learning data preparation, Splunk &#8211; vibration sensor</title>
		<link>https://www.optimizationcore.com/guides/machine-learning-data-preparation-splunk-vibration-sensor/</link>
					<comments>https://www.optimizationcore.com/guides/machine-learning-data-preparation-splunk-vibration-sensor/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Thu, 25 May 2023 10:09:12 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[OT - Operational Technology]]></category>
		<category><![CDATA[Splunk]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=549</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/machine-learning-data-preparation-splunk-vibration-sensor/">Machine learning data preparation, Splunk &#8211; vibration sensor</a></p>
<p>Understanding the essence of machine learning data preparation is crucial. We highlight its use in predicting malfunctions with vibration sensor data</p>
<p><a href="https://www.optimizationcore.com/guides/machine-learning-data-preparation-splunk-vibration-sensor/">Machine learning data preparation, Splunk &#8211; vibration sensor</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk Essentials Predictive Maintenance add-on guidelines</title>
		<link>https://www.optimizationcore.com/guides/splunk-essentials-predictive-maintenance-add-on-guidelines/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-essentials-predictive-maintenance-add-on-guidelines/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Thu, 25 May 2023 09:30:34 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[OT - Operational Technology]]></category>
		<category><![CDATA[Splunk]]></category>
		<category><![CDATA[Splunk add-ons]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=547</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-essentials-predictive-maintenance-add-on-guidelines/">Splunk Essentials Predictive Maintenance add-on guidelines</a></p>
<p>Learn predictive maintenance with Splunk Essentials, an interactive guide that combines data collection, exploration, analysis, and operationalization</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-essentials-predictive-maintenance-add-on-guidelines/">Splunk Essentials Predictive Maintenance add-on guidelines</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Splunk Machine Learning Preparation Guide</title>
		<link>https://www.optimizationcore.com/guides/splunk-machine-learning-preparation-guide/</link>
					<comments>https://www.optimizationcore.com/guides/splunk-machine-learning-preparation-guide/#respond</comments>
		
		<dc:creator><![CDATA[Core Optimizer]]></dc:creator>
		<pubDate>Wed, 24 May 2023 13:19:47 +0000</pubDate>
				<category><![CDATA[Guides]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Splunk]]></category>
		<category><![CDATA[Splunk add-ons]]></category>
		<guid isPermaLink="false">https://www.optimizationcore.com/?p=540</guid>

					<description><![CDATA[<p><a href="https://www.optimizationcore.com">Optimization Core</a><br />
<a href="https://www.optimizationcore.com/guides/splunk-machine-learning-preparation-guide/">Splunk Machine Learning Preparation Guide</a></p>
<p>Splunk Machine Learning Preparation made easy. Follow our guide to leverage Splunk's ML capabilities effectively</p>
<p><a href="https://www.optimizationcore.com/guides/splunk-machine-learning-preparation-guide/">Splunk Machine Learning Preparation Guide</a><br />
<a href="https://www.optimizationcore.com/author/coreoptimizer/">Core Optimizer</a></p>
]]></description>
		
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