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		<title>Course data on Alwaldend</title>
		<link>https://alwaldend.com/docs/projects/mlops_2026/openspec/specs/course-data/</link>
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				<title>course-data Specification</title>
				<link>https://alwaldend.com/docs/projects/mlops_2026/openspec/specs/course-data/spec/</link>
				<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
				<guid>https://alwaldend.com/docs/projects/mlops_2026/openspec/specs/course-data/spec/</guid>
				<description>&lt;span id=&#34;course-data-specification&#34;&gt;&lt;/span&gt;&lt;h2 id=&#34;purpose&#34;&gt;Purpose&lt;a class=&#34;td-heading-self-link&#34; href=&#34;#purpose&#34; aria-label=&#34;Heading self-link&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Make the two upstream course datasets available to the MLOps application at&#xA;runtime with reproducible source identity and no checkout-path dependency.&lt;/p&gt;&#xA;&lt;h2 id=&#34;requirements&#34;&gt;Requirements&lt;a class=&#34;td-heading-self-link&#34; href=&#34;#requirements&#34; aria-label=&#34;Heading self-link&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;h3 id=&#34;requirement-package-pinned-upstream-course-data&#34;&gt;Requirement: Package pinned upstream course data&lt;a class=&#34;td-heading-self-link&#34; href=&#34;#requirement-package-pinned-upstream-course-data&#34; aria-label=&#34;Heading self-link&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;The application runtime bundle SHALL include data.csv and dataset.csv from&#xA;an immutable, integrity-verified revision of the user-requested&#xA;Yandex-Practicum/mlops-freetrack repository. Both files SHALL be available&#xA;through application runfiles without network downloads or dependence on the&#xA;repository working directory. Their bytes SHALL match the pinned upstream files.&lt;/p&gt;</description>
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