This talk was recorded at Crunch Conference 2022. Vladimir from ZEISS spoke about sustainable Machine Learning.

"In this talk, we will show how our team is set up to develop state-of-the-art ML/AI applications."

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This talk was recorded at Crunch Conference 2022. Yizhar from Shopify spoke about how to learn from pilots.

"In this talk I will review several strategies you can use to augment your learnings and how we communicate these results to stakeholders."

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This talk was recorded at Crunch Conference 2022. Victoria from Shopify spoke about apache iceberg merge-on-read: Streaming CDC.

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This talk was recorded at Crunch Conference 2022. Thomas from Tasman Analytics spoke about data modeling for startups.

"In this talk we will share our secrets on rapidly deploying analytics for our clients. As a business, we focus on setting up data infrastructure, data models and reporting, and do it as fast and as well as we can — but we also want to make sure that what we built is scaleable, and still relevant long after we leave."

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This talk was recorded at Crunch Conference 2022. Péter from VIZZU spoke use animated data stories in Jupyter to present & share your findings with ipyvizzu-story.

"In this talk, one of the creators of ipyvizzu-story shows how their technology works and provides examples of the advantages of using animation for storytelling with data."

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This talk was recorded at Crunch Conference 2022. Nick from Transform spoke about metrics and semantics: an evolution in data consumption.

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This talk was recorded at Crunch Conference 2022. Maggie and John from Acryl Data company data swamp to data swimming pool: cleaning up the mess with modern data governance.

"In this talk, we will present a practical approach to supercharging your data governance initiative by surfacing and leveraging metadata readily available within your data ecosystem."

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This talk was recorded at Crunch Conference 2022. Julia from Pitch spoke about understanding the GDPR and applying privacy principles in your designs.

"Understanding these underlying concepts can help you make better, more balanced, and more privacy-conscious decisions."

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This talk was recorded at Crunch Conference 2022. Kathleen from Experian spoke about setting a foundation for analytics as a business utility.

"I'll share the "core" skills needed to stand-out as an analytics thought leader and go-to strategic partner for the business."

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This talk was recorded at Crunch Conference 2022. Isabel from RStudio PBC spoke about building an MLOps strategy from the ground up.

"By the end of this talk, people will understand what the term MLOps entails, different options for deployment, and when different methods work best."

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This talk was recorded at Crunch Conference 2022. Zoltán and Gergely from Aliz.ai company spoke about FinOps examples using Google Cloud BigQuery.

"In this talk we will talk about the basics of FinOps concept and going to make an introduction to it through real life examples using BigQuery."

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This talk was recorded at Crunch Conference 2022. Catherine from Twitter spoke about building causal measurement.

"This talk will cover causal measurement and online experimentation. We’ll discuss the role of controlled experiments (both standard A/B tests and universal holdouts) in business decision-making, practical tradeoffs in implementation, and lessons learned building causal measurement."

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This talk was recorded at Crunch Conference. Wouter from Datadog spoke about data infrastructure in a multi-cloud environment.

"In this talk we'll talk about the Data Engineering Platform Datadog has built in multiple clouds. We'll discuss why, how, how it's used and the challenges we've faced."

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