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7 DuckDB SQL Queries That Save You Hours of Pandas Work

KDnuggets

To make things more exciting, we will work on a real-life data project. Implementation of Conditional Calculations in DuckDB vs Pandas DuckDB lets you apply conditional logic using arithmetic adjustments inside your query. We also did this using a real-life data project that Uber requested in the data scientist recruitment process.

SQL
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Google Cloud Creates 3-Levels Of Agentic Software Coding

Adrian Bridgwater for Forbes

Working at the coalface of this issue is Google Cloud. A current star feature among the Google Cloud arsenal, Firebase Studio is the result of a unification between Google Project IDX (a cloud-based AI-assisted development environment) and of course Gemini, Google’s AI machine learning driven chatbot service.

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Jeff Dean, Google’s chief scientist, is quietly betting on the next wave of AI startups

Flipboard

Yes, that Jeff Dean: Google’s chief scientist and longtime AI leader. Best known for cofounding Google Brain and leading the company’s AI research since the early days of deep learning, Dean has also emerged as a prolific angel investor. Many are led by former researchers from Google, DeepMind, OpenAI, or top universities.

AI
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Vision-Language Model: PaliGemma for Image Description Generator and More

PyImageSearch

The mixed PaliGemma model from Google was trained on various tasks, making it versatile for a range of use cases. Want access to pre-configured Jupyter Notebooks running on Google Colab? The only difference is that we use the mix model released by Google instead of the fine-tuned model. All that said, are you: Short on time?

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Checking In on AI and the Big Five

Flipboard

To that end, two-and-a-half years on, I thought it would be useful to revisit that 2023 analysis and re-evaluate the state of AI’s biggest players, primarily through the lens of the Big Five: Apple, Google, Meta, Microsoft, and Amazon. Google’s infrastructure is in many respects the best in the world, and by a significant margin.

AI
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I counted all of the yurts in Mongolia using machine learning

Hacker News

If you’re unable to do this, the next best thing is spending hours exploring Google Maps, which I did. Maps Data: Google © 2025 Airbus, CNES / Airbus, Maxar Technologies Naturally, I was impressed by the quantity of yurts I saw, and I was curious: just how many yurts (ger in Mongolian) are in Mongolia and why?

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The Inference Difference: Why Clunky Data Engineering Unhinges AI

Adrian Bridgwater for Forbes

As we start to push agentic AI services into areas beyond summarizing notes and putting us on mountains, its application in mission-critical (and life-critical) application scenarios means it will need to reason through inference, adapt and act in real-time. All Rights Reserved. This makes perfect sense from a design point of view.