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Declarative and Imperative Prompt Engineering for Generative AI

refers to the careful design and optimization of inputs (e.g., queries or instructions) for guiding the behavior and responses of generative AI models. Prompts are typically structured using either the declarative or imperative paradigm, or a mixture of both. The choice of paradigm can have a big impact on the accuracy and relevance of the …

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Setting Up a Machine Learning Pipeline on Google Cloud Platform

Image by Editor | ChatGPT   Contents# Introduction# Preparation# Machine Learning Pipeline with Google Cloud Platform# Conclusion # Introduction  Machine learning has become an integral part of many companies, and businesses that don’t utilize it risk being left behind. Given how critical models are in providing a competitive advantage, it’s natural that many companies want to integrate them into their …

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Aeneas transforms how historians connect the past

Research Published 23 July 2025 Authors The Aeneas team Introducing the first model for contextualizing ancient inscriptions, designed to help historians better interpret, attribute and restore fragmentary texts. Writing was everywhere in the Roman world — etched onto everything from imperial monuments to everyday objects. From political graffiti, love poems and epitaphs to business transactions, …

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How Not to Mislead with Your Data-Driven Story

is everywhere. There are countless books, articles, tutorials, and videos, some of which I have written or created. In my experience, most of these resources tend to present data storytelling in an overwhelmingly positive light. But lately, one concern has been on my mind: ContentsWhat if our stories, instead of clarifying, mislead?Data storytelling is subjectiveWe …

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Advanced version of Gemini with Deep Think officially achieves gold-medal standard at the International Mathematical Olympiad

Acknowledgements We thank the International Mathematical Olympiad organization for their support. Thang Luong led the overall technical direction of the advanced Gemini model with Deep Think for IMO and co-led with Edward Lockhart on the overall coordination of the IMO 2025 effort. The IMO 2025 system would not have been possible without the following technical …

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Exploratory Data Analysis: Gamma Spectroscopy in Python (Part 2)

part, I did an exploratory data analysis of the gamma spectroscopy data. We were able to see that using a modern scintillation detector, we can not only see that the object is radioactive. With a gamma spectrum, we are also able to tell why it is radioactive and what kind of isotopes the object contains. …

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7 Python Web Development Frameworks for Data Scientists

Image by Author | Canva   Python is widely known for its popularity among engineers and data scientists, but it’s also a favorite choice for web developers. In fact, many developers prefer Python over JavaScript for building web applications because of its simple syntax, readability, and the vast ecosystem of powerful frameworks and tools available. …

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Gain a Better Understanding of Computer Vision: Dynamic SOLO (SOLOv2) with TensorFlow

https://github.com/syrax90/dynamic-solov2-tensorflow2 – Source code of the project described in the article. ContentsDisclaimerand Why I Decided to Implement It from ScratchModelBackboneNeckHeadMask FeatureDatasetTraining ProcessLoss FunctionResuming from Checkpoint.Evaluation ProcessAdvice for Implementation from ScratchConclusionThanks for reading! Disclaimer ⚠️ First of all, note that this project is not production-ready code. and Why I Decided to Implement It from Scratch This …

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