このコースについて
2,140 最近の表示

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

約10時間で修了

推奨:3 hours/week...

英語

字幕:英語, ドイツ語

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

約10時間で修了

推奨:3 hours/week...

英語

字幕:英語, ドイツ語

シラバス - 本コースの学習内容

1
4時間で修了

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件のビデオ (合計17分), 9 readings, 1 quiz
5件のビデオ
Overview of Each Module and Assignments3 分
Your Capstone Project3 分
Writing Your Report: Title and Introduction5 分
Writing Your Report: What to Avoid2 分
9件の学習用教材
Read Me First10 分
Industry Partner: DRIVENDATA10 分
Industry Partner: The Connection10 分
About the Assignments10 分
Data Sets and Codebooks10 分
Creating a Final Report10 分
SAS and python code for sample final report10 分
SAS Data Sets10 分
Sample Final Report Data Set10 分
2
2時間で修了

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件のビデオ (合計8分), 1 quiz
1件のビデオ
3
2時間で修了

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件のビデオ (合計9分), 1 quiz
1件のビデオ
4
2時間で修了

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件のビデオ (合計6分), 1 reading, 1 quiz
1件の学習用教材
Final Assignment Grading Rubric10 分
4.6
7件のレビューChevron Right

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コース終了後に新しいキャリアをスタートした

33%

コースが具体的なキャリアアップにつながった

人気のレビュー

by 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.

by NOJun 19th 2017

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

講師

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Jen Rose

Research Professor
Psychology
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Lisa Dierker

Professor
Psychology

ウェズリアン大学(Wesleyan University)について

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. ...

Data Analysis and Interpretationの専門講座について

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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