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Data Management and Visualization · LearnSpace
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Data Management and Visualization

Курс от Wesleyan University
Уровень не указан≈ 12.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Whether being used to customize advertising to millions of website visitors or streamline inventory ordering at a small restaurant, data is becoming more integral to success. Too often, we’re not sure how use data to find answers to the questions that will make us more successful in what we do. In this course, you will discover what data is and think about what questions you have that can be answered by the data – even if you’ve never thought about data before. Based on existing data, you will learn to develop a research question, describe the variables and their relationships, calculate basic statistics, and present your results clearly. By the end of the course, you will be able to use powerful data analysis tools – either SAS or Python – to manage and visualize your data, including how to deal with missing data, variable groups, and graphs. Throughout the course, you will share your progress with others to gain valuable feedback, while also learning how your peers use data to answer their own questions.

Навыки, которые вы освоите

Descriptive StatisticsPeer ReviewExploratory Data AnalysisData ManipulationStatistical ProgrammingStatisticsData ManagementSAS (Software)GraphingStatistical AnalysisData PresentationData Visualization SoftwareData AnalysisPython ProgrammingData Literacy

Программа курса

5 модулей · 62 учебных материалов

01Selecting a research question11 материалов

Steps in Data Analysis (Lesson 1)

Welcome VideoВидеоVideo Lesson - Steps in data analysisВидео

What Do We Mean By Data? (Lesson 2)

Video Lesson - What do we mean by data?Видео

Data Sets and Code Books (Lesson 3)

Video Lesson - Datasets and codebooksВидео

Developing a Research Question (Lesson 4)

Учитесь у экспертов

Lisa Dierker

Professor

Data Management and Visualization
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Обучение на Coursera

≈ 12.2 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Video Lesson - Developing a research questionВидео

ASSIGNMENT: Developing a Research Question and Creating Your Personal Code Book

Course codebooksЧтениеCourse Data SetsЧтениеGetting Set Up for the AssignmentsЧтениеTumblr InstructionsЧтениеGetting Your Research Project StartedВзаимная проверкаTroubleshooting Your Tumblr Assignment Blog LinkЧтение
02Writing your first program - SAS or Python17 материалов

Software Setup and Supporting Materials

Choosing SAS or PythonЧтениеGetting Started with SASЧтениеGetting Started with PythonЧтениеCodebook for Video ExamplesЧтениеSAS Program for Video ExamplesЧтениеPython Program for Video ExamplesЧтениеUploading Your Own Data to SASЧтение

SAS Lessons

SAS Lesson 1 - Defining exploratory data analysisВидеоSAS Lesson 2 - SAS coding conventionsВидеоSAS Lesson 3 - Running your program and examining frequency distributionВидеоSAS Lesson 4 - Refining your research question by selecting rowsВидео

Python Lessons

Python Lesson 1 - Defining Exploratory Data AnalysisВидеоPython Lesson 2 - Python Coding ConventionsВидеоPython Lesson 3 - Running your program and examining frequency distributionsВидеоPython Lesson 4 - Refining your research question by selecting rowsВидео

Assignment: Running Your First Program

Running Your First ProgramВзаимная проверкаAssignment SampleЧтение
03Managing Data13 материалов

Supporting Materials

SAS Program for Video ExamplesЧтениеPython Program for Video ExamplesЧтениеCodebook for Video ExamplesЧтение

SAS Lessons

SAS Lesson 1 - Setting aside missing dataВидеоSAS Lesson 2 - Coding in valid data and recoding valuesВидеоSAS Lesson 3 - Creating secondary variablesВидеоSAS Lesson 4 - Grouping variables within individual variablesВидео

Python Lessons

Python Lesson 1 - Setting aside missing dataВидеоPython Lesson 2 - Coding valid data and recoding valuesВидеоPython Lesson 3 - Creating secondary variablesВидеоPython Lesson 4 - Grouping values within individual variablesВидео

Assignment: Making Data Management Decisions

Making Data Management DecisionsВзаимная проверкаAssignment SampleЧтение
04Visualizing Data18 материалов

Supporting Materials

Graphing Decisions FlowchartЧтениеSAS Programs for Video ExamplesЧтениеPython Programs for Video ExamplesЧтениеCodebooks for Video ExamplesЧтение

SAS Lessons

SAS Lesson 1 - Graphing individual variablesВидеоSAS Lesson 2 - Describing distributions visuallyВидеоSAS Lesson 3 - Measures of center and spreadВидеоSAS Lesson 4 - Designing the role each of your variables will playВидеоSAS Lesson 5 - Graphing decisions: categorical response variablesВидеоSAS Lesson 6 - Graphing decisions: quantitative response variableВидео

Python Lessons

Python Lesson 1 - Graphing individual variablesВидеоPython Lesson 2 - Describing distributions visuallyВидеоPython Lesson 3 - Measures of Center and SpreadВидеоPython Lesson 4 - Designing the role each of your variables will playВидеоPython Lesson 5 - Graphing Decisions: Categorical response variablesВидеоPython Lesson 6 - Graphing decisions: quantitative response variableВидео

Assignment: Creating Graphs for Your Data

Creating graphs for your dataВзаимная проверкаAssignment SampleЧтение
05Supplemental Materials (All Weeks)3 материалов

More Supporting Materials - All Weeks

How to Write a Literature ReviewЧтениеTranslation CodeЧтениеAcknowledgmentsЧтение