Probability - The Science of Uncertainty and Data

Online Course

edX
Probability – The Science of Uncertainty and Data

What is the course about?

Probability – The Science of Uncertainty and Data
The course Probability – The Science of Uncertainty and Data is an online class provided by Massachusetts Institute of Technology through edX. The skill level of the course is Advanced. It may be possible to receive a verified certification or use the course to prepare for a degree.
Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference — Course 1 of 4 in the MITx MicroMasters program in Statistics and Data Science.
Course description
The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions.Probabilistic models use the language of mathematics. But instead of relying on the traditional “theorem-proof” format, we develop the material in an intuitive — but still rigorous and mathematically-precise — manner. Furthermore, while the applications are multiple and evident, we emphasize the basic concepts and methodologies that are universally applicable.The course covers all of the basic probability concepts, including:multiple discrete or continuous random variables, expectations, and conditional distributionslaws of large numbersthe main tools of Bayesian inference methodsan introduction to random processes (Poisson processes and Markov chains)The contents of this course are heavily based upon the corresponding MIT class —  Introduction to Probability — a course that has been offered and continuously refined over more than 50 years.  It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research.This course is part of the MITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master’s at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/.

Prerequisites & Facts

Probability – The Science of Uncertainty and Data

Course Topic

Computer Science, Data Analysis and Statistics, Math

University, College, Institution

Massachusetts Institute of Technology

Course Skill Level

Advanced

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Probability – The Science of Uncertainty and Data

To obtain a verified certificate from edX / Massachusetts Institute of Technology you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (300.00 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Massachusetts Institute of Technology
Probability – The Science of Uncertainty and Data
provided by edX

Reviews

Share your experience

Probability – The Science of Uncertainty and Data
Massachusetts Institute of Technology edX
Rate the course

Do you recommend the course? *
Here you can find information, reviews and user experiences for the course “Probability - The Science of Uncertainty and Data“. The provider of the course – “Massachusetts Institute of Technology” – will be glad to answer any questions you may have about the class, click here to use the offical support channels. It would be great if you could share your experience of participating in the course – Your honest review will surely help others to choose the right class!
School: MIT Massachusetts Institute of Technology
Topic: Computer Science, Data Analysis and Statistics, Math
Getting Digital