Probability and Statistics To p or not to p?
We live in an uncertain and complex world, yet we continually have to make decisions in the present with uncertain future outcomes. Indeed, we should be on the look-out for “black swans” - low-probability high-impact events.To study, or not to study? To invest, or not to invest? To marry, or not to marry?
While uncertainty makes decision-making difficult, it does at least make life exciting! If the entire future was known in advance, there would never be an element of surprise. Whether a good future or a bad future, it would be a known future.
In this course we consider many useful tools to deal with uncertainty and help us to make informed (and hence better) decisions - essential skills for a lifetime of good decision-making.
Key topics include quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and proportions, the basics of hypothesis testing, and a selection of multivariate applications of key terms and concepts seen throughout the course.
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Syllabus
Syllabus - What you will learn from this course
Week 1
Dealing with Uncertainty and Complexity in a Chaotic World
Week 2
Quantifying Uncertainty With Probability
Week 3
Describing The World The Statistical Way
Week 4
On Your Marks, Get Set, Infer!
Week 5
To p Or Not To p?
Week 6
Applications
FAQ
When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
Reviews
It has been an enlightening course and has taught me that in order to make appropriate decisions in life, which is full of uncertainties, probability comes in handy.
It is the best course ever that I took on Coursera(and in my life)! I really recommend it to all people sho wants to study statistic! Lectures are really clear and give great knowledge!
An excellent and thorough introduction to probability and statistics. Dr Abdey's grasp of the topic and his presentation style make the course interesting to follow.
The Content of Overall course is Outstanding in Terms of quality but I wished it had More details about about some concepts of Regression & Correlation Analysis.
