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Do Citizen Data Scientists Even Exist?

Dataiku

We thought data scientists were unicorns, but it appears that citizen data scientists are much harder to define and find.

IT 98
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The unreasonable importance of data preparation

O'Reilly on Data

In a world focused on buzzword-driven models and algorithms, you’d be forgiven for forgetting about the unreasonable importance of data preparation and quality: your models are only as good as the data you feed them. Why is high-quality and accessible data foundational? Re-analyzing existing data is often very bad.”

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MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. Can’t we just fold it into existing DevOps best practices? Why: Data Makes It Different. How can you start applying the stack in practice today?

IT 364
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Where CIOs should place their 2025 AI bets

CIO Business Intelligence

Whereas robotic process automation (RPA) aims to automate tasks and improve process orchestration, AI agents backed by the companys proprietary data may rewire workflows, scale operations, and improve contextually specific decision-making.

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Top 10 Analytics And Business Intelligence Buzzwords For 2020

datapine

Predictive analytics is the practice of extracting information from existing data sets in order to forecast future probabilities. Applied to business, it is used to analyze current and historical data in order to better understand customers, products, and partners and to identify potential risks and opportunities for a company.

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5 Reasons No-Code Platforms Are the Future of Data Science and AI

Smart Data Collective

Data science is an evolving profession. A number of new platforms and tools are being regularly rolled out to help data scientists do their jobs more effectively and easily. Savvy data scientists and AI developers are keeping up with trends and learning the new technology that can help them work more efficiently.

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Empowering citizen developers for real business impact

CIO Business Intelligence

Given the important role of software applications in powering business processes and the shortage of experienced programmers, it should not be surprising that citizen development is on the rise. Citizen developers are business users who build new applications or modify existing ones without needing help from the IT or development functions.