Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Introduction to Probability Theory and Stochastic Processes certification course is a 12-week duration programme. The intended audience for this course is undergraduate students of electrical engineering, computer engineering, mechanical engineering, civil engineering and mathematics and computing. The certification course covers a comprehensive curriculum that includes the basics of Probability, random variables, and standard distributions.
The prerequisite for this certification course is a basic course on Calculus and Linear Algebra. The students gain in-depth knowledge of probability and stochastic processes concepts from Introduction to Probability Theory and Stochastic Processes certification by NPTEL. With the support of the leading industrial experts, the students gain confidence to apply these concepts in real-world scenarios.
Also Read: Online Economics Courses & Certifications
The Highlights
- 12 Weeks Duration
- Completion Certification
- Undergraduate Level Course
Programme Offerings
- Books
- Transcripts
- Video course
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Delhi |
Eligibility Criteria
Academic Qualifications
To join the Introduction to Probability Theory and Stochastic Processes online course the students must pursue a basic course on Calculus and Linear Algebra.
Certification Qualifying Details
To receive a certificate after completing the Introduction to Probability Theory and Stochastic Processes online course, the students must pass the examination with minimum marks in assignments and written examinations.
What you will learn
The students will learn theoretical concepts of probability stochastic processes and higher dimensional distributions. After completing the Introduction to Probability Theory and Stochastic Processes certification syllabus, they will gain the necessary skills required to make use of the concepts and to do experiments and research
Upon the completion of the Introduction to Probability Theory and Stochastic Processes training, the students will gain in-depth knowledge of functions of several random variables, and cross moments. The certification course provides a deep understanding of random variables, classification and properties of stochastic processes. Students will be able to apply these concepts in real-world projects.
Who it is for
This Introduction to Probability Theory and Stochastic Processes certification course is designed for undergraduate students to develop their skills and knowledge. This certification course is also beneficial for:
Admission Details
To join the Introduction to Probability Theory and Stochastic Processes classes, follow the steps mentioned below:
Step 1: Browse the link mentioned below:
https://nptel.ac.in/courses/111102111
Step 2: Log in with a Google account or create a new one and log in.
Step 3: Fill out the form with the required information, submit it and start the course.
The Syllabus
- Basics of Probability
- Random Variable
- Moments and Inequalities
- Standard Distributions
- Higher Dimensional Distributions
- Functions of Several Random Variables
- Cross Moments
- Limiting Distributions
- Introduction to Stochastic Processes (SPs)
- Discrete-time Markov Chains (DTMCs)
- Continuous-time Markov Chains (CTMCs)
- Simple Markovian Queueing Models
Evaluation process
To be eligible for a certificate from NPTEL, candidates must obtain a minimum score of 25% in assignments and 75% in the written exam, with a total of 100 marks.
IIT Delhi Frequently Asked Questions (FAQ's)
The duration of this certification course is 12 weeks. The course focuses on explaining the probability and stochastic processes concepts that are required to carry out experiments and research.
The certification course curriculum includes functions of several random variables, an introduction to Stochastic Processes (SPs), discrete-time Markov Chains (DTMCs), continuous-time Markov Chains (CTMCs) and simple Markovian Queueing Models.
The prerequisite to join this certification course is the students must have done a basic course on Calculus and Linear Algebra.
No, joining or registering for this course is free. Students can easily access all the content (videos), and transcripts on the NPTEL official website.
Some of the companies that support this certification course are Fractal Analytics, Genpact, Goldman Sachs, FinMechanics, Deutsche Bank and other finance companies.