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Garbage In, Garbage Out: The Hidden Truth About AI Success

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Manage episode 517958226 series 2978953
Content provided by Irene. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Irene or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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Struggling with “Garbage In, Garbage Out” in your AI projects?

In this must-listen episode of SaugaTalks, host Irene sits down with Dr. Prashant Southekal, a leading data expert, to uncover the secrets behind achieving superior data quality — the real key to unlocking AI and analytics success.

Discover how poor data quality leads to flawed insights and learn practical, actionable strategies to fix it once and for all.

🔍 Key Highlights:

  • What is Garbage In, Garbage Out (GIGO) in AI? (0:00) – How data chaos disrupts analytics.
  • The 4 Pillars of Data Quality (5:45)
    • Senior Management Support (6:30): Why leadership buy-in drives data excellence.
    • Right Technology & Processes (10:15): Building a solid foundation for data integrity.
    • Governance (14:20): Ensuring accuracy, security, and compliance.
    • Data Literacy (18:45): Empowering teams to make smarter data-driven decisions.
  • Customer-Centric Data Strategy (25:10): Prashant’s top advice — “No customer, no business, no AI!”
  • Actionable Insights on Stakeholder Engagement & Training (28:30): Transform your organization from data chaos to clarity.

Whether you’re a data scientist, business leader, or AI enthusiast, this episode is packed with insights on improving data quality, mastering analytics best practices, and building a customer-first data culture.

Say goodbye to GIGO chaos — and hello to reliable, high-impact results!

🎧 Listen now and level up your data game!
💬 What’s your biggest challenge with data quality in AI? Drop a comment — let’s discuss!

#GarbageInGarbageOut #DataQuality #AI #AnalyticsSuccess #DataLiteracy #AIStrategy #CustomerCentric #SaugaTalks #DataGovernance #LeadershipInTech

Support the show

  continue reading

83 episodes

Artwork
iconShare
 
Manage episode 517958226 series 2978953
Content provided by Irene. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Irene or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Send us a text

Struggling with “Garbage In, Garbage Out” in your AI projects?

In this must-listen episode of SaugaTalks, host Irene sits down with Dr. Prashant Southekal, a leading data expert, to uncover the secrets behind achieving superior data quality — the real key to unlocking AI and analytics success.

Discover how poor data quality leads to flawed insights and learn practical, actionable strategies to fix it once and for all.

🔍 Key Highlights:

  • What is Garbage In, Garbage Out (GIGO) in AI? (0:00) – How data chaos disrupts analytics.
  • The 4 Pillars of Data Quality (5:45)
    • Senior Management Support (6:30): Why leadership buy-in drives data excellence.
    • Right Technology & Processes (10:15): Building a solid foundation for data integrity.
    • Governance (14:20): Ensuring accuracy, security, and compliance.
    • Data Literacy (18:45): Empowering teams to make smarter data-driven decisions.
  • Customer-Centric Data Strategy (25:10): Prashant’s top advice — “No customer, no business, no AI!”
  • Actionable Insights on Stakeholder Engagement & Training (28:30): Transform your organization from data chaos to clarity.

Whether you’re a data scientist, business leader, or AI enthusiast, this episode is packed with insights on improving data quality, mastering analytics best practices, and building a customer-first data culture.

Say goodbye to GIGO chaos — and hello to reliable, high-impact results!

🎧 Listen now and level up your data game!
💬 What’s your biggest challenge with data quality in AI? Drop a comment — let’s discuss!

#GarbageInGarbageOut #DataQuality #AI #AnalyticsSuccess #DataLiteracy #AIStrategy #CustomerCentric #SaugaTalks #DataGovernance #LeadershipInTech

Support the show

  continue reading

83 episodes

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