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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study, Virtual Classroom	Video and Text Based

Course Overview

The An Introduction to Probability in Computing certification course provides students with a basic introduction to probability theory to Computer Science (CS) which will help them to grasp the latest CS trends in the industry. The course duration is 4 weeks and is offered by the IIT Madras, NPTEL.

The prerequisite for this course is students must have pursued a course on the design and analysis of algorithms to get advanced subject knowledge. The An Introduction to Probability in Computing certification by NPTEL offers a comprehensive curriculum such as an Axiomatic Approach to Probability Theory, Verifying Matrix Multiplication, Discrete Random Variables, and others.

Also Read: Online Computer Science Courses & Certifications

The Highlights

1 Month to Complete
Elective Online Course
For UG/PG Students
Completion Certification

Programme Offerings

Live Lectures
Hands-on Learning
Practical Based

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIT Madras

Eligibility Criteria

Academic Qualifications

The qualification requirement for An Introduction to Probability in Computing certification course is an undergraduate or postgraduate (UG/PG) completion.

Certification Qualifying Details

Candidates will receive An Introduction to Probability in Computing certification after completion of the course.

What you will learn

After completing the An Introduction to Probability in Computing certification syllabus, students get an in-depth understanding and knowledge of Probability in Computing and Computer Science Theory. The students can grasp the CS trends more easily by learning the industry expert's techniques and strategies. The An Introduction to Probability in Computing training provides the students with live sessions and real-world examples for better understanding.

Who it is for

Computer Hardware EngineerComputer ProgrammerSoftware EngineerComputer System AnalystNetwork EngineerComputer Engineer

The An Introduction to Probability in Computing online course helps aspiring computing individuals to enhance and develop their skills and knowledge. This course can also be beneficial for:

Admission Details

Candidates are required to follow the below-mentioned steps to get themselves enrolled to the An Introduction to Probability in Computing online course.

Step 1: Click on the link below:

https://nptel.ac.in/courses/106106176

Step 2: Click the "Log In" button and create a separate account or Log In with Microsoft or Google Account.

Step 3: Fill out the required information on the registration form, submit it, and join the course.

The Syllabus

Introduction to Probability - A box of chocolates
Introduction to Probability - Axiomatic Approach to Probability Theory
Introduction to Probability - Verifying Matrix Multiplication (Statement, Algorithm & Independence )
Introduction to Probability - Verifying Matrix Multiplication ( Correctness & Law of Total Probability )
Introduction to Probability - How Strong is Your Network?
Introduction to Probability - How to Understand the World? Play with it!
Tutorial 1
Tutorial 2

Discrete Random Variables - Basic Definitions
Discrete Random Variables - Linearity of Expectation & Jensens Inequality
Discrete Random Variables - Conditional Expectation I
Discrete Random Variables - Conditional Expectation II
Discrete Random Variables - Geometric Random Variables & Collecting Coupons
Discrete Random Variables - Randomized Selection

Tail Bounds I - Markov's Inequality
Tail Bounds I - The Second Moment, Variance & Chebyshev's Inequality
Tail Bounds I - Median via Sampling
Tail Bounds I - Median via Sampling - Analysis
Tail Bounds I - Moment Generating Functions and Chernoff Bounds

Tail Bounds I - Parameter Estimation
Tail Bounds I - Control Group Selection
Applications of Tail Bounds - Routing in Sparse Networks
Applications of Tail Bounds - Analysis of Valiant's Routing
Applications of Tail Bounds - Random Graphs

Evaluation process

The An Introduction to Probability in Computing certification course examination in which the candidates have to score a minimum of 10 out of 25 percent in assignments and 30 out of 75 percent in the final examination.

IIT Madras Frequently Asked Questions (FAQ's)

1: Who can enroll for the An Introduction to Probability in Computing online course?

Both undergraduate and post-graduate students can enroll in this certification course by visiting the official website.

2: What are the eligibility requirements for the An Introduction to Probability in Computing online course?

The eligibility requirement for this certification course is that students must have a course in the design and analysis of algorithms.

3: How long does it take to complete the An Introduction to Probability in Computing training?

This certification course duration is four weeks and a course on design and analysis of algorithms is a required prerequisite.

4: Does the An Introduction to Probability in Computing online course provide study material?

Yes, the course is designed to provide the students with in-depth and a better understanding. The students get access to the transcripts, books, videos, references, assignments, and live sessions of the classes on the course's official website.

5: Do I need to enroll and register for the writing exam?

The candidates are required to get themselves enroll to join the courses and also to write examinations on the NPTEL official website. Candidates are required to visit the examination centre to write the exam.