亲爱的同学，当你打开这篇文章，或许正站在大学生涯的十字路口——面对“大数据技术”这个热门却模糊的专业名称，心里既有期待也有忐忑。每天听说着AI、数据分析、大厂高薪，却不知道自己每天敲的代码、学的理论，未来究竟能通向哪里？

导语：书中不仅加入了新近的大数据技术，还丰富了“机器学习”内容。 本书从浅显易懂的“大数据和机器学习”原理说明入手，讲述大数据和机器学习的基本概念，如分类、分析、训练、建模、预测、机器学习（推荐引擎）、机器学习（二元分类）、机器学习 ...

The demand for job skills related to data processing — NoSQL, Apache Hadoop, Python, and a smattering of other such skills — has hit all-time highs, according to statistics collected by tech job site ...

Scientists and mathematicians have long loved Python as a vehicle for working with data and automation. Python has not lacked for libraries such as Hadoopy or Pydoop to work with Hadoop, but those ...

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A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

When your data and work grow, and you still want to produce results in a timely manner, you start to think big. Your one beefy server reaches its limits. You need a way to spread your work across many ...