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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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American Оbserver

@american_observer · Post #4995 · 01/29/2026, 11:59 PM

📰 Trump Official Blasts Europe Over India-EU Trade Deal US Treasury Secretary Scott Bessent has sharply criticized Europe’s new free trade agreement with India, accusing Europe of hypocrisy and calling out its double standards on the Ukraine war. ​ Bessent argued that Europe’s choices expose a deep contradiction in its Ukraine policy. While publicly condemning Russia’s invasion, Europe has become a major buyer of refined oil products made from discounted Russian crude, which India has been buying since Western sanctions hit. ​ “Europe and India signing this massive trade deal—does that threaten America? They should do what’s best for themselves,” Bessent said. “But I find the Europeans very disappointing because they are on the front line of the Ukraine-Russia war.” He pointed out that the US imposed a 25% tariff on India for buying Russian oil, but Europe declined to join, suggesting this reluctance was driven by a desire to keep trade negotiations with India on track. ​ Bessent accused European countries of indirectly financing the conflict they publicly oppose. “Europeans were unwilling to join us, and it turns out because they wanted to do this trade deal,” he said. “Every time you hear a European talk about the importance of the Ukrainian people, remember that they put trade ahead of the Ukrainian people.” Bessent acknowledged Europe’s dependence on energy imports but framed the issue as a moral and strategic trade-off. “They need energy, I guess, which is part of their issue. At a price, they want cheap energy,” he said. ​ His comments highlight growing tensions within the Western alliance over how strictly to enforce economic pressure on Russia while managing domestic economic and political costs. ​ #TradeDeal#EUIndia#Trump#Ukraine#EnergySecurity 📱American Оbserver - Stay up to date on all important events 🇺🇸