Diploma in the Foundations of Probability and Statistics
- Offered byAlison
Diploma in the Foundations of Probability and Statistics at Alison Overview
Duration | 10 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Diploma in the Foundations of Probability and Statistics at Alison Highlights
- Earn a diploma of completion from Alison
Diploma in the Foundations of Probability and Statistics at Alison Course details
- Define the concept of ‘statistics’
- Describe the process of summarising data using graphical and numerical procedures
- Identify the different ways of classifying various types of data
- Explain the methods of comparing different types of charts
- Summarise the different methods used to represent numerical data
- Recognise the various types of association among categorical variable
- Define the concept of 'probability'
- Summarise the rules of probability
- Outline the general concepts of conditional probability
- Discuss the properties of random variables
- Identify the dependence among random variables
- Explain the methods of comparing different types of random variables
- This course explores the significance of these mathematical techniques to ascertain the credibility of an argument supported by seemingly persuasive data
- Start learning about the methods used to determine causation in a study by analysing and interpreting the data
- Understanding probability and statistics is indispensable in the contemporary world where print and electronic media are full of statistical information and interpretation
- This course aims to explain the fundamental concepts of probability and statistics with a wide range of applications
- Next, we explain the various types of data measurement scales in statistics
Diploma in the Foundations of Probability and Statistics at Alison Curriculum
Fundamentals of Statistics
Fundamentals of Statistics - Learning Outcomes
Introduction to Statistics
Types of Data
Understanding Cases, Variables and Data Types
Describing Categorical Data
Fundamentals of Statistics - Lesson Summary
Measures of Association
Measures of Association - Learning Outcomes
Describing Numerical Data
Association between Categorical Variables
Association between Numerical Variables
Measures of Association - Lesson Summary
First Course Assessment
First Course Assessment
Basics Concepts of Probability
Basic Concepts of Probability - Learning Outcomes
Introduction to Probability
Concepts of Conditional Probability
Probability of Random Variables
Basics Concept of Probability - Lesson Summary
Probability Distributions
Probability Distributions - Learning Outcomes
Measures of Association
Probability Models for Count Data
Probability Distributions - Lesson Summary
Second Course Assessment
Second Course Assessment
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