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Building a semantic layer for consistent metrics across business units

Episode 44

When Finance reports one revenue number and Sales reports another, the problem is rarely the data itself. This playbook shows CDOs how to build a sem…

2 months, 3 weeks ago

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How Uber built its ML data supply chain: lessons from the Michelangelo feature store

Episode 43

Uber's Michelangelo platform forced the company to confront a problem most ML teams hit eventually: the same features being rebuilt repeatedly by dif…

2 months, 3 weeks ago

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How Uber built its ML data supply chain: lessons from the Michelangelo feature store

Episode 43

Uber's Michelangelo platform forced the company to confront a problem most ML teams hit eventually: the same features being rebuilt repeatedly by dif…

2 months, 3 weeks ago

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The CFO who almost killed the data team (and what saved it)

Episode 42

In 2019, a major UK retailer's data function came within one budget cycle of being dismantled entirely because it couldn't show a single number the C…

2 months, 3 weeks ago

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The CFO who almost killed the data team (and what saved it)

Episode 42

In 2019, a major UK retailer's data function came within one budget cycle of being dismantled entirely because it couldn't show a single number the C…

2 months, 3 weeks ago

Short Long
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The modern ELT stack explained: dbt, ingestion, and orchestration working together

Episode 40

The shift from ETL to ELT reshaped how data teams build pipelines, but the real complexity lies in understanding how the three layers, ingestion, tra…

2 months, 4 weeks ago

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The modern ELT stack explained: dbt, ingestion, and orchestration working together

Episode 40

The shift from ETL to ELT reshaped how data teams build pipelines, but the real complexity lies in understanding how the three layers, ingestion, tra…

2 months, 4 weeks ago

Short Long
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GDPR beyond consent: a CDO playbook for retention and minimization

Episode 39

Most organizations fixed their consent banners years ago and assumed that was the hard work done. Retention schedules and data minimization remain th…

3 months ago

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GDPR beyond consent: a CDO playbook for retention and minimization

Episode 39

Most organizations fixed their consent banners years ago and assumed that was the hard work done. Retention schedules and data minimization remain th…

3 months ago

Short Long
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How JPMorgan Chase built data contracts across 50+ domains

Episode 38

JPMorgan Chase spent years wrestling with data inconsistencies across hundreds of business lines before committing to a structured data contract fram…

3 months ago

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