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Data Analysis and Interpretation Capstone · LearnSpace
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Data Analysis and Interpretation Capstone

Курс от Wesleyan University
Уровень не указан≈ 8.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The Capstone project will allow you to continue to apply and refine the data analytic techniques learned from the previous courses in the Specialization to address an important issue in society. You will use real world data to complete a project with our industry and academic partners. For example, you can work with our industry partner, DRIVENDATA, to help them solve some of the world's biggest social challenges! DRIVENDATA at www.drivendata.org, is committed to bringing cutting-edge practices in data science and crowdsourcing to some of the world's biggest social challenges and the organizations taking them on. Or, you can work with our other industry partner, The Connection (www.theconnectioninc.org) to help them better understand recidivism risk for people on parole seeking substance use treatment. For more than 40 years, The Connection has been one of Connecticut’s leading private, nonprofit human service and community development agencies. Each month, thousands of people are assisted by The Connection’s diverse behavioral health, family support and community justice programs. The Connection’s Institute for Innovative Practice was created in 2010 to bridge the gap between researchers and practitioners in the behavioral health and criminal justice fields with the goal of developing maximally effective, evidence-based treatment programs. A major component of the Capstone project is for you to be able to choose the information from your analyses that best conveys results and implications, and to tell a compelling story with this information. By the end of the course, you will have a professional quality report of your findings that can be shown to colleagues and potential employers to demonstrate the skills you learned by completing the Specialization.

Навыки, которые вы освоите

Data ScienceExploratory Data AnalysisAnalysisDescriptive AnalyticsData StorytellingStatistical AnalysisReport WritingData AnalysisData ManagementDescriptive StatisticsData PresentationResearch ReportsAnalyticsAnalytical SkillsResearch

Программа курса

4 модулей · 22 учебных материалов

01Module 1. Identify Your Data and Research Question15 материалов

Overview of the Capstone Project

Read Me FirstЧтениеIntroduction to the Capstone CourseВидеоIndustry Partner: DRIVENDATAЧтениеIndustry Partner: The ConnectionЧтение

Учитесь у экспертов

Jen Rose

Research Professor

Lisa Dierker

Professor

Data Analysis and Interpretation Capstone
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Обучение на Coursera

≈ 8.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Малайский, Венгерский, Польский

Часть программы вашего университета
Overview of Each Module and AssignmentsВидео
About the AssignmentsЧтение
Data Sets and CodebooksЧтение
Creating a Final ReportЧтение
Your Capstone ProjectВидео
SAS and python code for sample final reportЧтение
SAS Data SetsЧтение
Sample Final Report Data SetЧтение

Writing Your Report: Title and Introduction

Writing Your Report: Title and IntroductionВидеоWriting Your Report: What to AvoidВидео

Assignment

Milestone Assignment 1: Title and Introduction to the Research QuestionВзаимная проверка
02Module 2. Data Management2 материалов

Writing Your Report: Methods

Writing Your Report: MethodsВидео

Assignment

Milestone Assignment 2: MethodsВзаимная проверка
03Module 3. Exploratory Data Analysis2 материалов

Writing Your Report: Results

Writing Your Report: ResultsВидео

Assignment

Milestone Assignment 3: Preliminary ResultsВзаимная проверка
04Complete Your Final Report3 материалов

Writing Your Report: Conclusion and Limitations

Writing Your Report: Conclusions and LimitationsВидео

Submit Final Assignment

Final Assignment Grading RubricЧтениеFinal ReportВзаимная проверка