Machine Learning

Welcome to the Machine Learning Hub, your one-stop destination for all things related to machine learning!

Get ready to embark on an exciting journey into the realm of AI and discover how machines can learn and make intelligent decisions. Our blog articles are crafted with simplicity and clarity in mind, making complex machine learning concepts easy to understand for everyone. Whether you’re a beginner or an experienced practitioner, we’ve got you covered with informative and insightful content. Explore the fascinating world of algorithms, models, and data as we delve into supervised and unsupervised learning, reinforcement learning, and more. Discover practical applications in various domains like healthcare, finance, and autonomous vehicles.  From introductory guides to advanced techniques, we’re here to help you demystify machine learning and unlock its potential. Join us on this journey as we unravel the secrets of machine learning and empower you to build intelligent systems that can analyze data, make predictions, and drive innovation.

Let’s shape the future together with the power of machine learning!

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AlphaEarth Foundations helps map our planet in unprecedented detail

Science Published 30 July 2025 Authors The AlphaEarth Foundations team New AI model integrates petabytes of Earth observation data to generate a unified data representation that revolutionizes global mapping and monitoring Every day, satellites capture information-rich images and measurements, providing scientists and experts with a nearly real-time view of our planet. While this data has …

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mind the gap

Skills vs. AI Skills | Towards Data Science

post examines the skills required to work effectively with AI, mainly focusing on consumers of AI systems. In the text below, I will dissect the AI skills for the Business Competency Framework developed by The Alan Turing Institute, demonstrate how the framework’s foundation is rooted in timeless skills, and recommend areas for upskilling among non-technical individuals. My impression …

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Gemini 2.5 Flash-Lite is now stable and generally available

Today, we’re releasing the stable version of Gemini 2.5 Flash-Lite, our fastest and lowest cost ($0.10 input per 1M, $0.40 output per 1M) model in the Gemini 2.5 model family. We built 2.5 Flash-Lite to push the frontier of intelligence per dollar, with native reasoning capabilities that can be optionally toggled on for more demanding …

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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   # 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 systems. There are many ways to set …

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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: What if our stories, instead of clarifying, mislead? Image 1. Change …

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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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