À propos de ce cours
4.6
25 notes
7 avis
Spécialisation
100 % en ligne

100 % en ligne

Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles

Dates limites flexibles

Réinitialisez les dates limites selon votre disponibilité.
Heures pour terminer

Approx. 10 heures pour terminer

Recommandé : 2 hours/week...
Langues disponibles

Anglais

Sous-titres : Anglais, Allemand
Spécialisation
100 % en ligne

100 % en ligne

Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles

Dates limites flexibles

Réinitialisez les dates limites selon votre disponibilité.
Heures pour terminer

Approx. 10 heures pour terminer

Recommandé : 2 hours/week...
Langues disponibles

Anglais

Sous-titres : Anglais, Allemand

Programme du cours : ce que vous apprendrez dans ce cours

Semaine
1
Heures pour terminer
4 heures pour terminer

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 vidéos (Total 17 min), 9 lectures, 1 quiz
Video5 vidéos
Overview of Each Module and Assignments3 min
Your Capstone Project3 min
Writing Your Report: Title and Introduction5 min
Writing Your Report: What to Avoid2 min
Reading9 lectures
Read Me First10 min
Industry Partner: DRIVENDATA10 min
Industry Partner: The Connection10 min
About the Assignments10 min
Data Sets and Codebooks10 min
Creating a Final Report10 min
SAS and python code for sample final report10 min
SAS Data Sets10 min
Sample Final Report Data Set10 min
Semaine
2
Heures pour terminer
2 heures pour terminer

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 vidéo (Total 8 min), 1 quiz
Video1 vidéo
Semaine
3
Heures pour terminer
2 heures pour terminer

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 vidéo (Total 9 min), 1 quiz
Video1 vidéo
Semaine
4
Heures pour terminer
2 heures pour terminer

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 vidéo (Total 6 min), 1 lecture, 1 quiz
Reading1 lecture
Final Assignment Grading Rubric10 min
4.6
7 avisChevron Right
Orientation de carrière

67%

a commencé une nouvelle carrière après avoir terminé ces cours
Avantage de carrière

40%

a bénéficié d'un avantage concret dans sa carrière grâce à ce cours

Meilleurs avis

par 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.

par NOJun 19th 2017

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

Enseignants

Avatar

Jen Rose

Research Professor
Psychology
Avatar

Lisa Dierker

Professor
Psychology

À propos de 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. ...

À propos de la Spécialisation Data Analysis and Interpretation

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

Foire Aux Questions

  • Une fois que vous êtes inscrit(e) pour un Certificat, vous pouvez accéder à toutes les vidéos de cours, et à tous les quiz et exercices de programmation (le cas échéant). Vous pouvez soumettre des devoirs à examiner par vos pairs et en examiner vous-même uniquement après le début de votre session. Si vous préférez explorer le cours sans l'acheter, vous ne serez peut-être pas en mesure d'accéder à certains devoirs.

  • Lorsque vous vous inscrivez au cours, vous bénéficiez d'un accès à tous les cours de la Spécialisation, et vous obtenez un Certificat lorsque vous avez réussi. Votre Certificat électronique est alors ajouté à votre page Accomplissements. À partir de cette page, vous pouvez imprimer votre Certificat ou l'ajouter à votre profil LinkedIn. Si vous souhaitez seulement lire et visualiser le contenu du cours, vous pouvez accéder gratuitement au cours en tant qu'auditeur libre.

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