CARNEGIE MELLON UNIVERSITY · UNITED STATES
Probability & Statistics — Open & Free
Certificate · Taught in en
At a glance
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Duration
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IELTS
€0k
Tuition / yr
en
Language
Certificate
Level
- Free for independent learnersCost
- No prior statistics knowledge neededPrerequisites
- Classical treatment of probabilityProbability Approach
- Includes interactive simulations and tutorsLearning Tools
- Focus on practical data analysis skillsSkills Developed
This introductory-level course teaches the fundamental concepts of statistics and the logic of statistical reasoning. Designed for students with no prior knowledge of statistics, the only prerequisite is basic algebra. It includes a classical treatment of probability and practical skills for choosing, generating, and interpreting descriptive and inferential statistical methods. The course aims to help students appreciate the diverse applications of statistics and its relevance to their lives and fields of study. This is an "Open & Free" version, meaning all course materials, including text, simulations, case studies, interactive exercises, and labs, are available for independent learners. However, scored tests and instructor tools are omitted.
Curriculum
The course is structured around four main units, covering Exploratory Data Analysis, Producing Data, Probability, and Inference. The "Probability and Statistics" version features a classical treatment of probability, distinct from the "Statistical Reasoning" version.
- Unit 1: Exploratory Data Analysis
- Examining Distributions
- Examining Relationships
- Unit 2: Producing Data
- Sampling
- Designing Studies
- Unit 3: Probability (Classical Treatment)
- Introduction to Probability
- Finding Probability of Events
- Conditional Probability and Independence
- Random Variables (Discrete and Continuous)
- Unit 4: Inference
- Point Estimation, Interval Estimation, and Hypothesis Testing
- Inferential Methods for Means and Proportions
- ANOVA and Chi-Square Tests
- Linear Regression
Frequently asked questions
- What are the tuition fees for this Probability & Statistics course?
- The "Open & Free" version of this course is available at no cost for independent learners. Standard tuition and fees apply only to degree programs, not to these open educational resources.
- What are the entry requirements for this course?
- No prior statistics knowledge is needed. The only prerequisite for this course is basic algebra.
- How do I apply for this Probability & Statistics course?
- This course is "Open & Free" for independent learners, meaning you can access the materials directly without a formal application process. Simply navigate to the course page on the Carnegie Mellon University Open Learning Initiative (OLI) website and click the "ENTER OPEN & FREE COURSE" button.
- What is the duration of the Probability & Statistics course?
- This is a self-paced, online course designed for independent learning. There is no fixed duration.
- What career opportunities can this course lead to?
- While this course does not lead to a degree, the skills acquired are valuable in fields like data science, research, finance, and engineering.
Entry requirements
PrerequisiteBasic algebra
This "Open & Free" course is designed for independent learners and does not have formal admission requirements or instructor support.
Fees
Tuition (international)The "Open & Free" version of this course is available at no cost for independent learners.
Tuition (home)The "Open & Free" version of this course is available at no cost for independent learners.
LivingNot applicable for this free, online course.
Carnegie Mellon University's standard tuition and fees apply to degree programs, not to these open educational resources.
How to apply
1. Access Course MaterialsNavigate to the Probability & Statistics course page on the Carnegie Mellon University Open Learning Initiative (OLI) website and click the "ENTER OPEN & FREE COURSE" button.
2. Self-StudyWork through the course modules, including text, simulations, case studies, and interactive exercises at your own pace.
Frequently asked questions
What are the tuition fees for this Probability & Statistics course?
+
The "Open & Free" version of this course is available at no cost for independent learners. Standard tuition and fees apply only to degree programs, not to these open educational resources.
What are the entry requirements for this course?
+
No prior statistics knowledge is needed. The only prerequisite for this course is basic algebra.
How do I apply for this Probability & Statistics course?
+
This course is "Open & Free" for independent learners, meaning you can access the materials directly without a formal application process. Simply navigate to the course page on the Carnegie Mellon University Open Learning Initiative (OLI) website and click the "ENTER OPEN & FREE COURSE" button.
What is the duration of the Probability & Statistics course?
+
This is a self-paced, online course designed for independent learning. There is no fixed duration.
What career opportunities can this course lead to?
+
While this course does not lead to a degree, the skills acquired are valuable in fields like data science, research, finance, and engineering.