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Source channel @githubtrending · Post #15239 · Oct 21

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40824 · 03/18/2026, 08:32 PM

Only about 30 locations worldwide feature singing dunes, primarily crescent-shaped barchans, found in deserts like the Gobi, Mojave, and Taklamakan. These dunes produce deep hums or musical notes when sand avalanches slide down their slopes. The sound happens as grains of sand rub together, creating vibrations amplified by the dune’s structure, much like a violin or cello. The sand must be dry, with grains that are uniform in size and spherical, allowing for optimal vibration transfer. Acting like a natural instrument, the dune resonates and amplifies the sound, which can be heard up to 10 km away. This unique phenomenon can last for minutes, depending on the dune. Not all dunes sing, as specific conditions—like dry sand and the right grain size—are required for the sound. 🎶🏜️🎵 [Read and hear more] [Read and see more] @googlefactss #SingingDunes#DesertSounds#NatureScience#GeologicalWonders#MusicalDunes#Dune

Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40930 · 04/14/2026, 10:01 PM

The Titicaca water frog (Telmatobius culeus) can absorb oxygen through its skin, an adaptation that helps it survive in the high-altitude waters of Lake Titicaca, where oxygen levels are low. This unique ability allows it to thrive in an environment where most other species struggle. The frog's skin is highly vascularized, increasing its efficiency at absorbing oxygen directly from the water. 💧🐸⛰️ [Read more] (Frog memes allowed here) @googlefactss #FrogFacts#TiticacaFrog#TelmatobiusCuleus#NatureScience#UniqueAdaptations#Amphibians#ItsWednesdayMyDudes If you have ideas or feedback contact us: @Googlefactss_Feedback_bot