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-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Data Strategy on Yanir Seroussi | Data &amp; AI for Startup Impact</title><link>https://yanirseroussi.com/tags/data-strategy/</link><description>Recent content in Data Strategy on Yanir Seroussi | Data &amp; AI for Startup Impact</description><generator>Hugo -- gohugo.io</generator><language>en-au</language><copyright>Text and figures licensed under [CC BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/) by [Yanir Seroussi](https://yanirseroussi.com/about/), except where noted otherwise</copyright><lastBuildDate>Mon, 10 Jun 2024 04:00:00 +0000</lastBuildDate><atom:link href="https://yanirseroussi.com/tags/data-strategy/index.xml" rel="self" type="application/rss+xml"/><item><title>Startup data health starts with healthy event tracking</title><link>https://yanirseroussi.com/2024/06/10/startup-data-health-starts-with-healthy-event-tracking/</link><pubDate>Mon, 10 Jun 2024 04:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/06/10/startup-data-health-starts-with-healthy-event-tracking/</guid><description>Expanding on the startup health check question of tracking Kukuyeva&amp;rsquo;s five business aspects as wide events.</description></item><item><title>How to avoid startups with poor development processes</title><link>https://yanirseroussi.com/2024/06/03/how-to-avoid-startups-with-poor-development-processes/</link><pubDate>Mon, 03 Jun 2024 02:45:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/06/03/how-to-avoid-startups-with-poor-development-processes/</guid><description>Questions that prospective data specialists and engineers should ask about development processes before accepting a startup role.</description></item><item><title>Plumbing, Decisions, and Automation: De-hyping Data &amp; AI</title><link>https://yanirseroussi.com/2024/05/27/plumbing-decisions-and-automation-de-hyping-data-and-ai/</link><pubDate>Mon, 27 May 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/27/plumbing-decisions-and-automation-de-hyping-data-and-ai/</guid><description>Three essential questions to understand where an organisation stands when it comes to Data &amp;amp; AI (with zero hype).</description></item><item><title>Question startup culture before accepting a data-to-AI role</title><link>https://yanirseroussi.com/2024/05/20/question-startup-culture-before-accepting-a-data-to-ai-role/</link><pubDate>Mon, 20 May 2024 02:25:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/20/question-startup-culture-before-accepting-a-data-to-ai-role/</guid><description>Eight questions that prospective data-to-AI employees should ask about a startup&amp;rsquo;s work and data culture.</description></item><item><title>Probing the People aspects of an early-stage startup</title><link>https://yanirseroussi.com/2024/05/13/probing-the-people-aspects-of-an-early-stage-startup/</link><pubDate>Mon, 13 May 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/13/probing-the-people-aspects-of-an-early-stage-startup/</guid><description>Ten questions that prospective employees should ask about a startup&amp;rsquo;s team, especially for data-centric roles.</description></item><item><title>Business questions to ask before taking a startup data role</title><link>https://yanirseroussi.com/2024/05/06/business-questions-to-ask-before-taking-a-startup-data-role/</link><pubDate>Mon, 06 May 2024 04:30:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/06/business-questions-to-ask-before-taking-a-startup-data-role/</guid><description>Fourteen questions that prospective employees should ask about a startup&amp;rsquo;s business model and product, especially for data-focused roles.</description></item><item><title>Assessing a startup's data-to-AI health</title><link>https://yanirseroussi.com/2024/04/22/assessing-a-startups-data-to-ai-health/</link><pubDate>Mon, 22 Apr 2024 06:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/04/22/assessing-a-startups-data-to-ai-health/</guid><description>Reviewing the areas that should be assessed to determine a startup&amp;rsquo;s opportunities and challenges on the data/AI/ML front.</description></item><item><title>My experience as a Data Tech Lead with Work on Climate</title><link>https://yanirseroussi.com/2024/04/08/my-experience-as-a-data-tech-lead-with-work-on-climate/</link><pubDate>Mon, 08 Apr 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/04/08/my-experience-as-a-data-tech-lead-with-work-on-climate/</guid><description>The story of how I joined Work on Climate as a volunteer and became its data tech lead, with lessons applied to consulting &amp;amp; fractional work.</description></item><item><title>Two types of startup data problems</title><link>https://yanirseroussi.com/2024/03/04/two-types-of-startup-data-problems/</link><pubDate>Mon, 04 Mar 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/03/04/two-types-of-startup-data-problems/</guid><description>Classifying startups as ML-centric or non-ML is a helpful exercise to uncover the data challenges they&amp;rsquo;re likely to face.</description></item><item><title>Avoiding AI complexity: First, write no code</title><link>https://yanirseroussi.com/2024/02/26/avoiding-ai-complexity-first-write-no-code/</link><pubDate>Mon, 26 Feb 2024 01:45:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/02/26/avoiding-ai-complexity-first-write-no-code/</guid><description>Two stories of getting AI functionality to production, which demonstrate the risks inherent in custom development versus starting with a no-code approach.</description></item><item><title>Building your startup's minimum viable data stack</title><link>https://yanirseroussi.com/2024/02/19/building-your-startups-minimum-viable-data-stack/</link><pubDate>Mon, 19 Feb 2024 00:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/02/19/building-your-startups-minimum-viable-data-stack/</guid><description>First post in a series on building a minimum viable data stack for startups, introducing key definitions, components, and considerations.</description></item></channel></rss>
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Data Strategy on Yanir Seroussi | Data &amp; AI for Startup Impact</title><link>https://yanirseroussi.com/tags/data-strategy/</link><description>Recent content in Data Strategy on Yanir Seroussi | Data &amp; AI for Startup Impact</description><generator>Hugo -- gohugo.io</generator><language>en-au</language><copyright>Text and figures licensed under [CC BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/) by [Yanir Seroussi](https://yanirseroussi.com/about/), except where noted otherwise</copyright><lastBuildDate>Mon, 17 Jun 2024 02:00:00 +0000</lastBuildDate><atom:link href="https://yanirseroussi.com/tags/data-strategy/index.xml" rel="self" type="application/rss+xml"/><item><title>AI ain't gonna save you from bad data</title><link>https://yanirseroussi.com/2024/06/17/ai-aint-gonna-save-you-from-bad-data/</link><pubDate>Mon, 17 Jun 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/06/17/ai-aint-gonna-save-you-from-bad-data/</guid><description>Since we&amp;rsquo;re far from a utopia where data issues are fully handled by AI, this post presents six questions humans can use to assess data projects.</description></item><item><title>Startup data health starts with healthy event tracking</title><link>https://yanirseroussi.com/2024/06/10/startup-data-health-starts-with-healthy-event-tracking/</link><pubDate>Mon, 10 Jun 2024 04:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/06/10/startup-data-health-starts-with-healthy-event-tracking/</guid><description>Expanding on the startup health check question of tracking Kukuyeva&amp;rsquo;s five business aspects as wide events.</description></item><item><title>How to avoid startups with poor development processes</title><link>https://yanirseroussi.com/2024/06/03/how-to-avoid-startups-with-poor-development-processes/</link><pubDate>Mon, 03 Jun 2024 02:45:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/06/03/how-to-avoid-startups-with-poor-development-processes/</guid><description>Questions that prospective data specialists and engineers should ask about development processes before accepting a startup role.</description></item><item><title>Plumbing, Decisions, and Automation: De-hyping Data &amp; AI</title><link>https://yanirseroussi.com/2024/05/27/plumbing-decisions-and-automation-de-hyping-data-and-ai/</link><pubDate>Mon, 27 May 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/27/plumbing-decisions-and-automation-de-hyping-data-and-ai/</guid><description>Three essential questions to understand where an organisation stands when it comes to Data &amp;amp; AI (with zero hype).</description></item><item><title>Question startup culture before accepting a data-to-AI role</title><link>https://yanirseroussi.com/2024/05/20/question-startup-culture-before-accepting-a-data-to-ai-role/</link><pubDate>Mon, 20 May 2024 02:25:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/20/question-startup-culture-before-accepting-a-data-to-ai-role/</guid><description>Eight questions that prospective data-to-AI employees should ask about a startup&amp;rsquo;s work and data culture.</description></item><item><title>Probing the People aspects of an early-stage startup</title><link>https://yanirseroussi.com/2024/05/13/probing-the-people-aspects-of-an-early-stage-startup/</link><pubDate>Mon, 13 May 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/13/probing-the-people-aspects-of-an-early-stage-startup/</guid><description>Ten questions that prospective employees should ask about a startup&amp;rsquo;s team, especially for data-centric roles.</description></item><item><title>Business questions to ask before taking a startup data role</title><link>https://yanirseroussi.com/2024/05/06/business-questions-to-ask-before-taking-a-startup-data-role/</link><pubDate>Mon, 06 May 2024 04:30:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/05/06/business-questions-to-ask-before-taking-a-startup-data-role/</guid><description>Fourteen questions that prospective employees should ask about a startup&amp;rsquo;s business model and product, especially for data-focused roles.</description></item><item><title>Assessing a startup's data-to-AI health</title><link>https://yanirseroussi.com/2024/04/22/assessing-a-startups-data-to-ai-health/</link><pubDate>Mon, 22 Apr 2024 06:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/04/22/assessing-a-startups-data-to-ai-health/</guid><description>Reviewing the areas that should be assessed to determine a startup&amp;rsquo;s opportunities and challenges on the data/AI/ML front.</description></item><item><title>My experience as a Data Tech Lead with Work on Climate</title><link>https://yanirseroussi.com/2024/04/08/my-experience-as-a-data-tech-lead-with-work-on-climate/</link><pubDate>Mon, 08 Apr 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/04/08/my-experience-as-a-data-tech-lead-with-work-on-climate/</guid><description>The story of how I joined Work on Climate as a volunteer and became its data tech lead, with lessons applied to consulting &amp;amp; fractional work.</description></item><item><title>Two types of startup data problems</title><link>https://yanirseroussi.com/2024/03/04/two-types-of-startup-data-problems/</link><pubDate>Mon, 04 Mar 2024 02:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/03/04/two-types-of-startup-data-problems/</guid><description>Classifying startups as ML-centric or non-ML is a helpful exercise to uncover the data challenges they&amp;rsquo;re likely to face.</description></item><item><title>Avoiding AI complexity: First, write no code</title><link>https://yanirseroussi.com/2024/02/26/avoiding-ai-complexity-first-write-no-code/</link><pubDate>Mon, 26 Feb 2024 01:45:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/02/26/avoiding-ai-complexity-first-write-no-code/</guid><description>Two stories of getting AI functionality to production, which demonstrate the risks inherent in custom development versus starting with a no-code approach.</description></item><item><title>Building your startup's minimum viable data stack</title><link>https://yanirseroussi.com/2024/02/19/building-your-startups-minimum-viable-data-stack/</link><pubDate>Mon, 19 Feb 2024 00:00:00 +0000</pubDate><guid>https://yanirseroussi.com/2024/02/19/building-your-startups-minimum-viable-data-stack/</guid><description>First post in a series on building a minimum viable data stack for startups, introducing key definitions, components, and considerations.</description></item></channel></rss>