Applied Probability (ArsDigita University). Instructors: Dr. Tina Kapur and Dr. Rajeev Surati.
0
1
September 23, 2023
English
English [CC]
Description
This course focuses on modeling, quantification, and analysis of uncertainty by teaching random variables, simple random processes and their probability distributions, Markov processes, limit theorems, elements of statistical inference, and decision making under uncertainty. This course extends the discrete probability learned in the discrete math class. It focuses on actual applications, and places little emphasis on proofs. A problem set based on identifying tumors using MRI (Magnetic Resonance Imaging) is done using Matlab. (from ADUni.org)
Course Curriculum
- Lecture 01 – Introduction, Algebra of Events, Conditional Probability Unlimited
- Lecture 02 – Independence, Bayes Theorem, Probability Mass Functions Unlimited
- Lecture 03 – Conditional PMFs, Probability Density Functions Unlimited
- Lecture 04 – PDFs and Imaged Guided Surgery Unlimited
- Lecture 05 – Bayesian Segmentation of MRI Images Unlimited
About the instructor
5
5
Instructor Rating
6
Reviews
4637
Courses
24183
Students
OpenCoursa
Accessible Education for Everyone
OpenCoursa is a free online learning platform dedicated to providing high-quality education to learners worldwide. With courses across a wide range of subjects, we empower individuals to gain new skills and knowledge at no cost. Our mission is to make education accessible to everyone, offering flexible learning opportunities for personal and professional growth.
We are an educational and skills marketplace to accommodate the needs of skills enhancement and free equal education across the globe to the millions. We are bringing courses and trainings every single day for our users. We welcome everyone woth all ages, all background to learn. There is so much available to learn and deliver to the people.
FREE
Hours of videos
138 years, 10 months
Units & Quizzes
Unlimited Lifetime access
Access on mobile app
Certificate of Completion
- For teams of 2 or more users
- 27,000+ fresh & in-demand courses
- Learning Engagement tools
- SSO and LMS Integrations
