Introduction to Data Science with Python
3-4 hours a week • Start today
Individual Course
Course Length
7 weeks
3-5 hours a week
Featuring faculty from:
Harvard Faculty of Arts & Sciences
Enroll as Individual
Certificate Price:
$ 149
Enroll as Individual
Certificate Price:
$ 149
Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics.
Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting.
In Modules 1 and 2, you will be introduced to basic counting skills that you will build upon throughout the course. In Module 3, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. Lastly, in Module 7, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values.
The course will be delivered via edX and connect learners around the world.
Self-Guided
edX
An increased appreciation for, and reduced fear of, basic probability and statistics
An introductory understanding of the normal distribution and its many statistical applications
An ability to recognize common fallacies in probability, as well as some of the ways in which statistics are abused or simply misunderstood
View the modules for this course:
Your Instructor
Assistant Professor, Department of Mathematics, Johns Hopkins University
Your Instructor
Higgins Professor of Mathematics, Harvard University
Your Instructor
Leverett Professor of Mathematics, Emeritus, Harvard University
These courses can be bundled together to receive a Professional Certificate at a discounted price.
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Ways to take this course
A Verified Certificate costs $149 and provides unlimited access to full course materials, activities, tests, and forums. At the end of the course, learners who earn a passing grade can receive a certificate.
Alternatively, learners can Audit the course for free and have access to select course material, activities, tests, and forums. Please note that this track does not offer a certificate for learners who earn a passing grade.
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