课程信息
4.6
25 个评分
7 个审阅
专项课程
100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为10 小时

建议:3 hours/week...
可选语言

英语(English)

字幕:英语(English), 德语(German)
专项课程
100% 在线

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

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为10 小时

建议:3 hours/week...
可选语言

英语(English)

字幕:英语(English), 德语(German)

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 4 小时

Module 1. Identify Your Data and Research Question

In this Module, your goal is to review the lectures and readings in the Overview of the Capstone Project, and 1) decide which data set you will use to complete your capstone project. In addition 2) identify your research question, 3) propose a title for your final report, and 4) complete Milestone Assignment 1 as described in the assignment. By the end of this Module you will have drafted a final report Title and Introduction to the Research Question. Your Introduction to the Research Question should include a statement of your research question, your motivation or rationale for testing the research question, and some potential implications of answering your research question....
Reading
5 个视频 (总计 17 分钟), 9 个阅读材料, 1 个测验
Video5 个视频
Overview of Each Module and Assignments3分钟
Your Capstone Project3分钟
Writing Your Report: Title and Introduction5分钟
Writing Your Report: What to Avoid2分钟
Reading9 个阅读材料
Read Me First10分钟
Industry Partner: DRIVENDATA10分钟
Industry Partner: The Connection10分钟
About the Assignments10分钟
Data Sets and Codebooks10分钟
Creating a Final Report10分钟
SAS and python code for sample final report10分钟
SAS Data Sets10分钟
Sample Final Report Data Set10分钟
2
完成时间(小时)
完成时间为 2 小时

Module 2. Data Management

In this Module, your goals are to 1) complete the majority of your data management so that you are ready to begin your preliminary statistical analyses; and 2) complete Milestone Assignment 2 as described in the assignment. By the end of this Module you will have drafted a final report Methods section. Your Methods section should include a description of your sample, measures, and the analyses you plan to use to test your research question....
Reading
1 个视频 (总计 8 分钟), 1 个测验
Video1 个视频
3
完成时间(小时)
完成时间为 2 小时

Module 3. Exploratory Data Analysis

In this Module, your goals are to 1) explore your data more extensively through descriptive and basic statistical analyses and data visualization; and 2) complete Milestone Assignment 3 as described in the Assignment. By the end of this module, you will have begun to draft your final report Results section, including some figures....
Reading
1 个视频 (总计 9 分钟), 1 个测验
Video1 个视频
4
完成时间(小时)
完成时间为 2 小时

Complete Your Final Report

In this Module, you 1) will complete your analyses; 2) finish writing your final report, and 3) submit your completed Final Report as the fourth and final assignment. A complete description of what is required for your final report and a detailed grading rubric can be found with the assignment; a sample final report is provided with the materials in the first module. ...
Reading
1 个视频 (总计 6 分钟), 1 个阅读材料, 1 个测验
Reading1 个阅读材料
Final Assignment Grading Rubric10分钟
4.6
7 个审阅Chevron Right
职业方向

67%

完成这些课程后已开始新的职业生涯
工作福利

83%

通过此课程获得实实在在的工作福利

热门审阅

创建者 YSJun 5th 2016

Great capstone course.\n\nThe instructor was always available for help and guidance throughout the course; she also held many Q&A live video conferences.\n\nI highly recommend taking the course.

创建者 NOJun 19th 2017

Data Analysis and Interpretation Specialization is one of best courses on Coursera.

讲师

Avatar

Jen Rose

Research Professor
Psychology
Avatar

Lisa Dierker

Professor
Psychology

关于 Wesleyan University

At Wesleyan, distinguished scholar-teachers work closely with students, taking advantage of fluidity among disciplines to explore the world with a variety of tools. The university seeks to build a diverse, energetic community of students, faculty, and staff who think critically and creatively and who value independence of mind and generosity of spirit. ...

关于 Data Analysis and Interpretation 专项课程

Learn SAS or Python programming, expand your knowledge of analytical methods and applications, and conduct original research to inform complex decisions. The Data Analysis and Interpretation Specialization takes you from data novice to data expert in just four project-based courses. You will apply basic data science tools, including data management and visualization, modeling, and machine learning using your choice of either SAS or Python, including pandas and Scikit-learn. Throughout the Specialization, you will analyze a research question of your choice and summarize your insights. In the Capstone Project, you will use real data to address an important issue in society, and report your findings in a professional-quality report. You will have the opportunity to work with our industry partners, DRIVENDATA and The Connection. Help DRIVENDATA solve some of the world's biggest social challenges by joining one of their competitions, or help The Connection better understand recidivism risk for people on parole in substance use treatment. Regular feedback from peers will provide you a chance to reshape your question. This Specialization is designed to help you whether you are considering a career in data, work in a context where supervisors are looking to you for data insights, or you just have some burning questions you want to explore. No prior experience is required. By the end you will have mastered statistical methods to conduct original research to inform complex decisions....
Data Analysis and Interpretation

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