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所在平台: Coursera专项课程 课程类别: 其他类别 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/learn-sql-basics-data-science
课程评论：没有评论
课程总结：学习SQL数据科学基础专业化 该专业课程旨在帮助没有编码经验的学习者掌握SQL查询，提升数据分析能力。通过四个逐步升级的SQL项目，课程将涵盖SQL基础知识、数据整理、SQL分析、AB测试和使用Apache Spark进行分布式计算等主题。这些内容将使学习者能够创造性地运用SQL进行数据分析和探索，提升查询编写的效率，创建数据分析数据集，进行特征工程，同时将SQL与其他数据分析和机器学习工具结合使用，以及处理非结构化数据集。 课程具体包括： 1. **SQL for Data Science** - 由加州大学戴维斯分校提供，适合希望掌握数据收集和分析技能的学习者。 2. **SQL Problem Solving** - 针对已经掌握SQL基础的学习者，旨在提高解决问题的能力。 3. **SQL for Data Science Capstone Project** - 该项目为数据科学领域的综合应用，帮助学习者巩固所学知识。 更多信息及报名请访问：[学习SQL数据科学基础专业课程](https://www.coursera.org/learn/sql-for-data-science)。
Course Link: https://www.coursera.org/learn/sql-for-data-science
Name:SQL for Data Science
Description:Offered by University of California, Davis. As data collection has increased exponentially, so has the need for people skilled at using and ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-wrangling-analysis-abtesting
Name:SQL Problem Solving
Description:Offered by University of California, Davis. SQL for Problem Solving is designed for learners who already understand the basics of SQL and ... Enroll for free.
Course Link: https://www.coursera.org/learn/sql-data-science-capstone
Name:SQL for Data Science Capstone Project
Description:Offered by University of California, Davis. Data science is a dynamic and growing career field that demands knowledge and skills-based in ... Enroll for free.
This Specialization is intended for a learner with no previous coding experience seeking to develop SQL query fluency. Through four progressively more difficult SQL projects with data science applications, you will cover topics such as SQL basics, data wrangling, SQL analysis, AB testing, distributed computing using Apache Spark, and more. These topics will prepare you to apply SQL creatively to analyze and explore data; demonstrate efficiency in writing queries; create data analysis datasets; conduct feature engineering, use SQL with other data analysis and machine learning toolsets; and use SQL with unstructured data sets.
学习SQL数据科学基础专业知识：该专业知识旨在为没有任何编码经验的学习者开发SQL查询流利性。通过带有数据科学应用程序的四个难度越来越大的SQL项目，您将涵盖诸如SQL基础，数据整理，SQL分析，AB测试，使用Apache Spark进行分布式计算等主题。这些主题将帮助您准备创造性地应用SQL来分析和探索数据。证明编写查询的效率；创建数据分析数据集；进行特征工程，将SQL与其他数据分析和机器学习工具集结合使用；并将SQL与非结构化数据集一起使用。