课程信息

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为17 小时

建议:4-5 weeks of study, 6-10 hours/week...

英语(English)

字幕:英语(English)

您将学到的内容有

  • Check

    ​Develop a project proposal and select your data

  • Check

    ​Perform descriptive statistics as part of your exploratory analysis

  • Check

    Develop metrics and perform advanced techniques in SQL

  • Check

    P​resent your findings and make recommendations

您将获得的技能

Presentation SkillsData AnalysisSQLcreating metricsExploratory Data Analysis

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为17 小时

建议:4-5 weeks of study, 6-10 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 9 小时

Getting Started and Milestone 1: Project Proposal and Data Selection/Preparation

6 个视频 (总计 23 分钟), 4 个阅读材料, 1 个测验
6 个视频
Data Models, Part 2: The Evolution of Data Models3分钟
Data Models, Part 3: Relational vs. Transactional Models5分钟
SQL in Notebooks3分钟
Import Data2分钟
Introduction of Data of Unknown Quality1分钟
4 个阅读材料
A Note from UC Davis10分钟
Choose Your Client/Dataset30分钟
Connecting to Mode Analytics20分钟
Welcome to Peer Review Assignments!10分钟
2
完成时间为 8 小时

Milestone 2: Descriptive Stats & Understanding Your Data

1 个视频 (总计 9 分钟), 1 个阅读材料, 1 个测验
1 个视频
1 个阅读材料
Additional Resources20分钟
3
完成时间为 7 小时

Milestone 3: Beyond Descriptive Stats (Dive Deeper/Go Broader)

2 个视频 (总计 13 分钟), 1 个测验
2 个视频
Analyze Results7分钟
4
完成时间为 10 小时

Milestone 4: Presenting Your Findings (Storytelling)

9 个视频 (总计 51 分钟), 7 个阅读材料, 1 个测验
9 个视频
Working with Text Strings7分钟
Working with Date and Time Strings5分钟
Date and Time Strings Examples5分钟
Case Statements7分钟
Views6分钟
Data Governance and Profiling5分钟
Using SQL for Data Science, Part 15分钟
Using SQL for Data Science, Part 26分钟
7 个阅读材料
Resources on the Who, What, Why, and How20分钟
Resources on Audience30分钟
Dashboard and Storytelling with Data10分钟
Finding the Story10分钟
Prioritizing, Optimizing and Designing the Data Story10分钟
Tell the Story of Your Data10分钟
Additional SQL Resources to Explore15分钟

讲师

Avatar

Don Noxon

Research Data Scientist for Deep Insights AI at Intel
Continuing and Professional Education

关于 加州大学戴维斯分校

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

关于 Learn SQL Basics for Data Science 专项课程

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....
Learn SQL Basics for Data Science

常见问题

  • 注册以便获得证书后,您将有权访问所有视频、测验和编程作业(如果适用)。只有在您的班次开课之后,才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程,可能无法访问某些作业。

  • 您注册课程后,将有权访问专项课程中的所有课程,并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中,您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容,可以免费旁听课程。

还有其他问题吗?请访问 学生帮助中心