Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Data analytics has changed the way organizations and businesses run today. Extracting meaningful information from massive data has become possible, which further helps in decision-making and solving practical problems. Applied Multivariate Statistical Modeling Training offered by Swayam in association with IIT Kharagpur provides a fundamental understanding of data analytics and multivariate data.
The Applied Multivariate Statistical Modeling certification course by Swayam aims to help students build their confidence in multivariate data interpretation. The online learning program will help students identify real-life problems and describe them to collect relevant data. It is a postgraduate-level course covering the core concepts of statistical modeling of multivariate data.
The Applied Multivariate Statistical Modeling Certification Syllabus includes various assignments that will help you understand and apply the skills you learn simultaneously. Moreover, the average assignment score, along with the final assessment marks, will help determine whether you will get a digital course certificate or not.
The Highlights
- Online medium
- Regular tests and assignments
- Final assessment test
- 12 weeks course
- Postgraduate program
- E-verifiable certificate on completion
- Mathematics subject
- Designed by IIT Kharagpur
- Extensive syllabus
Important dates
Course Commencement Date
Start Date : 20 Jan, 2025
End Date : 11 Apr, 2025
Enrollment Date
End Date : 27 Jan, 2025
Other
End Date : 14 Feb, 2025
Certificate Exam Date
Start Date : 03 May, 2025
Programme Offerings
- expert instructor
- Online Course
- Course Certification
- regular assessments
- Final Assessment
- In-course tests
- Postgraduate-level training
- Course by Swayam
- IIT Kharagpur
- Core subject
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kharagpur |
The Applied Multivariate Statistical Modeling training is free. But applicants have to pay a prescribed amount (exam fee) to register for Swayam’s proctored exam.
Applied Multivariate Statistical Modeling course fee structure
Course | Total Fee |
Applied Multivariate Statistical Modeling Online Course | FREE course |
Exam Fee | Rs 1000 |
Eligibility Criteria
You must have knowledge of topics like probability and statistics at a basic level.
To be eligible for the Applied Multivariate Statistical Modeling Online Course certification, you must appear for the tests and assessments and have a valid score in both.
What you will learn
After finishing the Applied Multivariate Statistical Modeling program, applicants will gain exhaustive knowledge of multivariate topics and statistical modeling concepts given below:
- Identification of day-to-day problems for the purpose of collecting data.
- Understanding of the process of data generation with the help of statistical distributions.
- Linking the multivariate statistics models with the variables of a system.
- Estimation of parameters of a model through a systematic process.
- Searching and analyzing data errors with the computing models.
Who it is for
The Applied Multivariate Statistical Modeling certification will benefit the following individuals:
- Data Scientists
- Engineers
- Managers
- Economists
- Policy Makers
- Administrators
- Students pursuing these courses- BE/M Tech/ B Tech/ME/ MSc/ MS/PhD/MBA/PGDBM in Science, Management and Maths courses.
Admission Details
- Candidates can take admission in the Applied Multivariate Statistical Modeling online program by registering on the Swayam website.
- Sign up by filling in your email address and choosing a password.
- After creating the account, sign in to check the availability of the desired course.
- If the course has not started then click on the ‘Join’ option to enrol yourself.
- After enrolment is complete, start learning the course.
Application Details
The Swayam course on Applied Multivariate Statistical Modeling does not have an application form so you have to register or sign in by entering your email address and password on the website.
The Syllabus
- Introduction to Multivariate statistical modelling
- Assignment - 1
- Univariate descriptive statistics
- Sampling Distribution
- Assignment - 2
- Estimation
- Hypothesis Testing
- Assignment-3
- Multivariate descriptive statistics
- Assignment-4
- Multivariate normal distribution
- Assignment-5
- Analysis of variance (ANOVA)
- Assignment-6
- Multivariate analysis of variance (MANOVA)
- Assignment-7
- Multiple Linear Regression (MLR): Introduction, Sampling & Adequacy checking
- Assignment-8
- MLR: Test of assumption
- Diagnostic study
- Assignement-9
- Principal Component Analysis (PCA): Introduction, Estimation, Adequacy checking & Interpretation
- Assignment – 10
- Factor Analysis (FA): Introduction, Estimation, Adequacy checking, Factor rotation & Factor scores
- Assignment – 11
- Structural Equation Modeling (SEM): Introduction, measurement model, & structural model
- Assignment – 12
Evaluation process
The course on Applied Multivariate Statistical Modeling consists of regular assessments that carry marks. These assignment marks will have a 25% weightage in your final score, whereas the test result will hold 75% weightage. Final score= Average of the assignment score+ proctored exam score
To receive the Applied Multivariate Statistical Modeling Certification, candidates must have a final score of 40/100. You will have to attend the offline exam at an exam center that will be provided.
Instructors
IIT Kharagpur Frequently Asked Questions (FAQ's)
IIT Kharagpur University crafted this program, and it is offered by the Swayam platform.
No, students currently pursuing courses like B.Tech and BE can also join the program.
To be eligible for the certificate, you need a minimum score of 40/100.
An average score of the best eight assignments out of the total 12 assignments will be calculated and given a 25% weightage in the final score.