IIM Ahmedabad - Pre-MBA Statistics
- Offered byCoursera
Pre-MBA Statistics at Coursera Overview
Pre-MBA Statistics
at Coursera
Duration | 23 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Pre-MBA Statistics
Table of content
- Pre-MBA Statistics Overview
- Pre-MBA Statistics Highlights
- Pre-MBA Statistics Course Details
- Pre-MBA Statistics Curriculum
Pre-MBA Statistics at Coursera Highlights
Pre-MBA Statistics
at Coursera
- Earn a Shareable Certificate
- Flexible deadlines
- Coursera Labs
- 100% online
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Pre-MBA Statistics at Coursera Course details
Pre-MBA Statistics
at Coursera
Skills you will learn
More about this course
- By the end of this course, learner will be able to describe how statistics can be used to summarize, analyze, and interpret data
- This course introduces learner to some aspects of descriptive and inferential statistics
- Learner will learn to distinguish between various data types and describe the operations that learner can execute with each type of data and the right tools to use
- The course also discusses the concepts of probability, which form the backbone of statistical analysis
- In particular, the course explores how data behaves and provides insight into its analysis
- Further, it discusses how data can be sampled and the pros and cons of these methods
- The course also delves deeper into the behavior of large data sets based on well-established statistical results
- This also enables learner to identify the pitfalls of incorrectly using statistical laws
- Lastly, learner will learn how to estimate population parameters based on limited data and check the correctness of hypotheses about populations from limited data
- This course is open to students from all disciplines holding a bachelor's degree
Pre-MBA Statistics at Coursera Curriculum
Pre-MBA Statistics
at Coursera
Types of Data
Course Overview
Essential Reading: Types of Data
Data Types and Visualization
Graded Quiz: Types of Data
Probability
Essential Reading: Random Variables
Basics of Probability
Random Variables
Graded Quiz: Probability
Sampling
Essential Reading: Sampling
Types of Sampling
Probability Laws
Graded Quiz: Sampling
Point and Interval Estimation
Essential Reading: Point and Interval Estimation
Point Estimation
Interval Estimation
Graded Quiz: Point and Interval Estimation
Hypothesis Testing
Essential Reading: Testing Hypotheses
Introduction to Hypothesis Testing
Performing Hypothesis Tests
Graded Quiz: Hypothesis Testing
Peer Review Assignment
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