Data Science at Scale Specialization

开始时间: 02/13/2021 持续时间: Unknown

所在平台: Coursera专项课程

课程类别: 计算机科学

大学或机构: CourseraNew



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Learn scalable data management, evaluate big data technologies, and design effective visualizations. This Specialization covers intermediate topics in data science. You will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and practical statistical and machine learning concepts. You will also learn to visualize data and communicate results, and you’ll explore legal and ethical issues that arise in working with big data. In the final Capstone Project, developed in partnership with the digital internship platform Coursolve, you’ll apply your new skills to a real-world data science project.

大规模专业化的数据科学:学习可扩展的数据管理,评估大数据技术以及设计有效的可视化。 本专业涵盖数据科学的中间主题。您将获得有关可伸缩SQL和NoSQL数据管理解决方案,数据挖掘算法以及实用的统计和机器学习概念的动手经验。您还将学习如何可视化数据并交流结果,并探讨在处理大数据时出现的法律和道德问题。在与数字实习平台Coursolve合作开发的最终Capstone项目中,您将把新技能应用到现实世界的数据科学项目中。


Data Manipulation at Scale: Systems and Algorithms
Practical Predictive Analytics: Models and Methods
Communicating Data Science Results
Data Science at Scale - Capstone Project


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华盛顿大学的大规模数据科学专项课程系列(Data Science at Scale ),这个系列包括3门子课程和1个毕业项目课程,包括大规模数据系统和算法,数据分析模型与方法,数据科学结果分析等,感兴趣的同学可以关注: Tackle Real Data Challenges-Master computational, statistical, and informational data science in three courses.


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