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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Applied Multivariate Analysis certificate course offered by swayam is a certification course for learning the applied multivariate statistical methods and progress in the field of statistics. This certification is a perfect place to learn Multivariate Statistics and its applications in the practical world.
This course will introduce an important and useful class of statistics. This course is structured in a way to cater to two main objectives, first is to extend the Univariate statistical methods to multiple variables. And the other is to create techniques that are applicable to multiple variables studies only.
The Applied Multivariate Analysis Certificate Programme is a combination of theory and the practical applications of applied multivariate analysis. This course will help postgraduate students studying statistics as their major and other candidates from different disciplines who want to study these complex statistical methods for use in various analyses.
The course is designed to create a curiosity in learners and engage them in the applications concerning the use of multiple dependent variables in carrying out any analysis. The course is suitable for candidates who have basic knowledge of mathematics and statistics. It will benefit candidates who wish to pursue a career in this field and want to upskill themselves for the industry.
The Highlights
- The course is free of cost.
- Courses are Interactive and curated by experts.
- Online video lectures for course curriculum
- An online forum for discussion among peers
- A certification is given by the University of Calcutta under Swayam
- 15 weeks course duration program
Programme Offerings
- Online test
- Online practice Quizzes
- self assessment test
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Calcutta University |
Eligibility Criteria
Certification Qualifying Details
To secure a certificate for the Applied Multivariate Analysis course, candidates will have to register for the final proctored exams. A fee for this exam shall be paid and candidates can only appear if they satisfy the eligibility for certification of the course.
The exam will be conducted at designated centers in person. The course criteria weightage is 30% internal assessment and 70% of the term-end final Proctored Examination.
What you will learn
By taking this Applied Multivariate Analysis certificate course, candidates can gain the following insights:
- The participants will be able to develop techniques that will be peculiar only to the solving of several, multiple variable studies.
- They will learn the technique of utilizing the multivariate analysis techniques and tools in their field of analysis where multiple variables are involved.
- They will be able to utilise the best practices learned in the course to solve complex statistical problems.
Who it is for
The applied multivariate analysis course will be beneficial to the following candidates:
- The postgraduate students of Statistics want to learn and perfect their applied multivariate statistics skills.
- Students from many other disciplines want to use these statistical methods in any kind of analysis that requires multiple dependable variables.
Admission Details
Following are the admission details for the Applied Multivariate Analysis certificate course By Swayam:
Step 1: To register candidates will need to visit the course details page of the course on the Swayam website here: https://onlinecourses.swayam2.ac.in/cec20_ma17/preview
Step 2: Next, click on the ‘Sign in’ button, or for new registration candidates may click on ‘Register’.
Step 3: Fill up the details required, personal info, your email ID, etc, and create an account with Swayam.
Step 4: Enroll in your course you wish to take. Wait for the registration to get activated.
Step 5: On activation, candidates can start the learning process right away.
The Syllabus
- Introduction to Multivariate Analysis
- Multivariate Distributions
- Multivariate Normal Distribution and Related Results 1
- Multivariate Normal Distribution and Related Results 2
- Multivariate Normal Distribution and Related Results 3
- Multivariate Normal Distribution and Related Results 4
- Classification of Individuals
- Cluster Analysis 1
- Cluster Analysis 2
- Cluster Analysis 3
- Cluster Analysis 4
- Cluster Analysis 5
- Discriminant Analysis and Classification 1
- Discriminant Analysis and Classification 2
- Discriminant Analysis and Classification 3
- Discriminant Analysis and Classification 4
- Principal Components Analysis 1
- Principal Components Analysis 2
- Midterm Assessment
- Principal Components Analysis 3
- Principal Components Analysis 4
- Principal Components Analysis 5
- Factor Analysis 1
- Factor Analysis 2
- Factor Analysis 3
- Factor Analysis 4
- Factor Analysis 5
- Canonical Correlations 1
- Canonical Correlations 2
- Multidimensional Scaling
- Correspondance Analysis
- Multivariate Linear Models 1
- Multivariate Linear Models 2
- Multivariate Linear Models 3
- Final Assessment
Instructors
Calcutta University Frequently Asked Questions (FAQ's)
No. The Applied Multivariate Analysis course does not require any qualification to be eligible for the course. However, for certification, there may be an eligibility criterion.
The course is carried out by the University of Calcutta under the Swayam initiative by the Ministry of Human Resource Development (MHRD)
After candidates have successfully registered for the course by creating an account and enrolling for the course, they can have access to the course.
The total duration of this course is 15 weeks.
On the Swayam portal, this course is listed under the mathematics category.
The course is taught by an instructor, Mr. Sugata Sen Roy from the University Of Calcutta.
Candidates will have to register for the final proctored exams. After paying the required fee, and satisfying the eligibility for certification candidates will have to appear for an exam conducted at designated centers in person.
Swayam provides candidates with an online discussion forum where candidates or peers attending the course can ask questions and get their doubts resolved.