Wes - Data Analysis Tools
4.0 /5- Offered byCoursera
Data Analysis Tools at Coursera Overview
Duration | 10 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Analysis Tools at Coursera Highlights
- 29% started a new career after completing these courses.
- Earn a shareable certificate upon completion.
- Flexible deadlines according to your schedule.
Data Analysis Tools at Coursera Course details
- In this course, you will develop and test hypotheses about your data. You will learn a variety of statistical tests, as well as strategies to know how to apply the appropriate one to your specific data and question. Using your choice of two powerful statistical software packages (SAS or Python), you will explore ANOVA, Chi-Square, and Pearson correlation analysis. This course will guide you through basic statistical principles to give you the tools to answer questions you have developed. Throughout the course, you will share your progress with others to gain valuable feedback and provide insight to other learners about their work.
Data Analysis Tools at Coursera Curriculum
Hypothesis Testing and ANOVA
Lesson 1 - The role of probability in inference
Lesson 2 - From sample to population
Lesson 3 - Steps in hypothesis testing
Lesson 4 - What is a p value?
Lesson 5 - How to choose a statistical test
Lesson 6 - Ideas behind ANOVA
SAS Lesson 7 - ANOVA: Explanatory variable with 2 levels
SAS Lesson 8 - ANOVA: Explanatory variables with more than 2 levels
SAS Lesson 9 - Post hoc tests for ANOVA
SAS Lesson 10 - ANOVA summary
Python Lesson 7 - ANOVA: Explanatory variables with two levels
Python Lesson 8 - ANOVA: Explanatory variables with more than 2 levels
Python Lesson 9 - Post hoc tests for ANOVA
Python Lesson 10 - ANOVA Summary
Choosing SAS or Python
Getting Started with SAS
Getting Started with Python
Course Codebooks
Course Data Sets
Uploading Your Own Data to SAS
SAS Program Code for Video Examples
Python Program Code for Video Examples
Getting set up for the assignments
Tumblr Instructions
Example: Running an analysis of variance
Chi Square Test of Independence
Lesson 1 - Ideas behind the Chi Square test of independence
SAS Lesson 2 - Chi Square Test of independence in practice
SAS Lesson 3 - Post hoc tests for Chi Square tests of independence
SAS Lesson 4 - Chi Square summary
Python Lesson 2 - Chi Square test of independence in practice
Python Lesson 3 - Post hoc tests for Chi Square tests of independence
Python Lesson 4 - Chi Square summary
SAS Program Code for Video Examples
Python Program Code for Video Examples
Example: Running a Chi-Square Test of Independence
Pearson Correlation
Lesson 1 - Pearson Correlation
Lesson 2 - Correlation Example
SAS Lesson 3 - Calculating Correlation
Python Lesson 3 - Calculating Correlation
SAS Program Code for Video Examples
Python Program Code for Video Examples
Exploring Statistical Interactions
SAS Lesson 1 - Defining moderation, a.k.a. statistical interaction
SAS Lesson 2 - Testing moderation in the context of ANOVA
SAS Lesson 3 - Testing moderation in the context of chi square
SAS Lesson 4 - Testing moderation in the context of correlation
Python Lesson 1 - Defining moderation, a.k.a. statistical interaction
Python Lesson 2 - Testing moderation in the context of ANOVA
Python Lesson 3 - Testing moderation in the context of Chi-Square
Python Lesson 4 - Testing moderation in the context of correlation
A Question of Causation (Used with Permission from Annenberg Learner)
SAS Program Code for Video Examples
Python Program Code for Video Examples
Data Analysis Tools at Coursera Admission Process
Important Dates
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Data Analysis Tools at Coursera Students Ratings & Reviews
1 Rating- 3-41
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