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Source channel @githubtrending · Post #14869 · Jun 26
#html#data_science#education#machine_learning#machine_learning_algorithms#machinelearning#machinelearning_python#microsoft_for_beginners#ml#python#r#scikit_learn#scikit_learn_python Microsoft’s "Machine Learning for Beginners" is a free, 12-week course with 26 lessons designed to teach classic machine learning using Python and Scikit-learn. It includes quizzes, projects, and assignments to help you learn by doing, with lessons themed around global cultures to keep it engaging. You can access solutions, videos, and even R language versions. The course is beginner-friendly, flexible, and helps build practical skills step-by-step, making it easier to understand and apply machine learning concepts in real-world scenarios. This structured approach boosts your learning retention and prepares you for further study or career growth in ML[1][5]. https://github.com/microsoft/ML-For-Beginners
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@eco_cn · Post #29975 · 03/17/2026, 03:42 AM
摩根大通：在CPO方面，市场叙事已经历从熊到中性再到看多的完整轮转。早期市场担忧CPO的普及会压缩收发器收入，但这一逻辑已被事实证伪——CPO带来的增量营收机会对相关公司的增长预期形成叠加而非替代。 行业分析机构预测，#CPO 市场规模将从2027年的不足5亿美元，增长至2030年的约100亿美元，其中规模扩展（scale-up）应用场景而非规模延伸（scale-out）是主要增长引擎。 投资者的关注点也随之转移：在确认光学公司整体受益于CPO之后，下一阶段的核心问题在于CPO赢家与输家的分化。摩根大通认为，Coherent #COHR 和Lumentum #LITE 凭借既有订单及英伟达的供应链定向投资，已稳固确立了CPO赢家地位。