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Working with Big Data in Python

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发表于 2018-2-24 12:09:22 | 显示全部楼层 |阅读模式

Working with Big Data in Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 41M | 522 MB
Genre: eLearning | Language: English
This course is a comprehensive, practical guide to using MongoDB and Spark in Python, learning how to store and make sense of huge data sets, and performing basic machine learning tasks to make predictions.
MongoDB is one of the most powerful non-relational database systems available offering robust scalability and expressive operations that, when combined with Python data analysis libraries and distributed computing, represent a valuable set of tools for the modern data scientist. NoSQL databases require a new way of thinking about data and scalable queries. Once Mongo queries have been mastered, it is necessary to understand how we can leverage this API in Python's rich analysis and visualization ecosystem. This course will cover how to use MongoDB, particularly if you are used to SQL databases, with a focus on scalability to large datasets. pyMongo is introduced as the means to interact with a MongoDB database from within Python code and the data structures used to do so are explored. MongoDB uniquely allows for complex operations and aggregations to be run within the query itself and we will cover how to use these operators. While MongoDB itself is built for easy scalability across many nodes as datasets grow, Python is not. Therefore, we cover how we can use Spark with MongoDB to handle more complex machine learning techniques for extremely large datasets. This learning will be applied to several examples of real-world datasets and analyses that can form the basis of your own pipelines, allowing you to quickly get up-and-running with a powerful data science toolkit.

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永久VIP

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发表于 2018-2-24 12:37:12 来自手机 | 显示全部楼层
感谢资源  牛牛  收藏了
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永久VIP

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发表于 2018-4-10 07:38:00 | 显示全部楼层
楼主加油,资源很好。
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永久VIP

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发表于 2018-5-28 07:18:51 | 显示全部楼层
学习下 好东西
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永久VIP

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发表于 2018-6-18 19:50:26 | 显示全部楼层
佩服佩服!牛牛 感谢楼主
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永久VIP

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发表于 2018-6-20 05:38:18 | 显示全部楼层
精品 不错 支持一个了
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永久VIP

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发表于 2018-7-22 13:30:11 来自手机 | 显示全部楼层
感谢分享,哇咔咔 牛牛
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永久VIP

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发表于 2018-10-7 20:37:21 | 显示全部楼层
楼主加油,资源很好。
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