Wes - Data Management and Visualization
5.0 /5- Offered byCoursera
Data Management and Visualization at Coursera Overview
Duration | 12 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Management and Visualization at Coursera Highlights
- 44% started a new career after completing these courses.
- 36% got a tangible career benefit from this course.
- Earn a certificate from the Wesleyan University upon completion of course.
Data Management and Visualization at Coursera Course details
- 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.
Data Management and Visualization at Coursera Curriculum
Selecting a research question
Welcome Video
Video Lesson - Steps in data analysis
Video Lesson - What do we mean by data?
Video Lesson - Datasets and codebooks
Video Lesson - Developing a research question
Course codebooks
Course Data Sets
Getting Set Up for the Assignments
Tumblr Instructions
Troubleshooting Your Tumblr Assignment Blog Link
Writing your first program - SAS or Python
SAS Lesson 1 - Defining exploratory data analysis
SAS Lesson 2 - SAS coding conventions
SAS Lesson 3 - Running your program and examining frequency distribution
SAS Lesson 4 - Refining your research question by selecting rows
Python Lesson 1 - Defining Exploratory Data Analysis
Python Lesson 2 - Python Coding Conventions
Python Lesson 3 - Running your program and examining frequency distributions
Python Lesson 4 - Refining your research question by selecting rows
Choosing SAS or Python
Getting Started with SAS
Getting Started with Python
Codebook for Video Examples
SAS Program for Video Examples
Python Program for Video Examples
Uploading Your Own Data to SAS
Assignment Sample
Managing Data
SAS Lesson 1 - Setting aside missing data
SAS Lesson 2 - Coding in valid data and recoding values
SAS Lesson 3 - Creating secondary variables
SAS Lesson 4 - Grouping variables within individual variables
Python Lesson 1 - Setting aside missing data
Python Lesson 2 - Coding valid data and recoding values
Python Lesson 3 - Creating secondary variables
Python Lesson 4 - Grouping values within individual variables
SAS Program for Video Examples
Python Program for Video Examples
Codebook for Video Examples
Assignment Sample
Visualizing Data
SAS Lesson 1 - Graphing individual variables
SAS Lesson 2 - Describing distributions visually
SAS Lesson 3 - Measures of center and spread
SAS Lesson 4 - Designing the role each of your variables will play
SAS Lesson 5 - Graphing decisions: categorical response variables
SAS Lesson 6 - Graphing decisions: quantitative response variable
Python Lesson 1 - Graphing individual variables
Python Lesson 2 - Describing distributions visually
Python Lesson 3 - Measures of Center and Spread
Python Lesson 4 - Designing the role each of your variables will play
Python Lesson 5 - Graphing Decisions: Categorical response variables
Python Lesson 6 - Graphing decisions: quantitative response variable
Graphing Decisions Flowchart
SAS Programs for Video Examples
Python Programs for Video Examples
Codebooks for Video Examples
Assignment Sample
How to Write a Literature Review
Translation Code
Acknowledgments
Data Management and Visualization at Coursera Admission Process
Important Dates
Other courses offered by Coursera
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