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Data Analysis and Interpretation Capstone

OverviewSyllabusFAQsCreatorsPricingRatings and Reviews

HomeData ScienceData Analysis

Data Analysis and Interpretation Capstone

Wesleyan University

About this course: 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.


Created by:  Wesleyan University
Wesleyan University

  • Jen Rose

    Taught by:  Jen Rose, Research Professor

    Psychology

  • Lisa Dierker

    Taught by:  Lisa Dierker, Professor

    Psychology
Basic Info
Course 5 of 5 in the Data Analysis and Interpretation Specialization
Language
English
How To PassPass all graded assignments to complete the course.
User Ratings
4.6 stars
Average User Rating 4.6See what learners said
Syllabus
WEEK 1
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.
5 videos, 9 readings
  1. Leyendo: Read Me First
  2. Video: Introduction to the Capstone Course
  3. Leyendo: Industry Partner: DRIVENDATA
  4. Leyendo: Industry Partner: The Connection
  5. Video: Overview of Each Module and Assignments
  6. Leyendo: About the Assignments
  7. Leyendo: Data Sets and Codebooks
  8. Leyendo: Creating a Final Report
  9. Video: Your Capstone Project
  10. Leyendo: SAS and python code for sample final report
  11. Leyendo: SAS Data Sets
  12. Leyendo: Sample Final Report Data Set
  13. Video: Writing Your Report: Title and Introduction
  14. Video: Writing Your Report: What to Avoid
  15. Revisión por el compañero: Milestone Assignment 1: Title and Introduction to the Research Question
WEEK 2
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.
1 video
  1. Video: Writing Your Report: Methods
  2. Revisión por el compañero: Milestone Assignment 2: Methods
WEEK 3
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.
1 video
  1. Video: Writing Your Report: Results
  2. Revisión por el compañero: Milestone Assignment 3: Preliminary Results
WEEK 4
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.
1 video, 1 reading
  1. Video: Writing Your Report: Conclusions and Limitations
  2. Leyendo: Final Assignment Grading Rubric
Graded: Final Report

FAQs
How It Works
Trabajo del curso
Trabajo del curso

Cada curso es como un libro de texto interactivo, con videos pregrabados, cuestionarios y proyectos.

Ayuda de tus compañeros
Ayuda de tus compañeros

Conéctate con miles de estudiantes y debate ideas y materiales del curso, y obtén ayuda para dominar los conceptos.

Certificados
Certificados

Obtén reconocimiento oficial por tu trabajo y comparte tu éxito con amigos, compañeros y empleadores.

Creators
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.
Pricing
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Earn a shareable Course Certificate

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Ratings and Reviews
Rated 4.6 out of 5 of 17 ratings
Yaron Cohen

It really helped me applying what I've learned in the specialization.

Ngongo Oscar

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

ngoduyvu

good

Abdullah Abdulrahman Mohammed Al-shehari

Useful and interesting



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