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
The primary objective of the course on Business analytics and data mining Modeling using R by Swayam is to help the student understand the basics of data mining techniques. So, that they can use the knowledge further in growing their business and achieve all the organizational goals. The students will be taught the use of R as er statistical computing CSS - MOOCs Proposed software in the twelve-week online course schedule.
The registered candidates will be learning to compare the various models on the basis of real data sets and also frame policies accordingly. With basic knowledge of statistics, all the students can apply for the programme. The course has been structured as an elective and the Business analytics and data mining Modeling using R certification syllabus contains a detailed module for providing the students with a comprehensive and detailed study guide. The data mining programme has been approved by the AICTE FDP course.
The Highlights
- 100% online
- Free course
- Paid certification
- Course duration 12 weeks
- AICTE approved course
- Government of India initiative
Programme Offerings
- assignments
- Online lectures
- Certification
- exam
- video lectures
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Roorkee |
- The Business analytics and data mining Modeling using R certification fee for enrollment are free for all applying students.
- The fee of Rs.1000/- needs to be deposited by students who want to sit for the exam and get the certificate.
Particulars | Amount in INR |
Registration fee | Free |
Examination fee | Rs.1,000/- |
Eligibility Criteria
Education
For applying in the Business analytics and data mining Modeling using R training the students need to have basic knowledge in the subject of statistics.
Certification Qualification Details
To receive the Business analytics and data mining Modeling using R certification the students are required to apply for the final exam after enrolling for the examination. They have to sit for the exam from the designated examination centre. Participants must achieve 25% on an average in 8 out 10 assignments. They should secure 75% marks out of 100 in the final examination. Thus, for getting the certificate in Business analytics and data mining Modeling using R certification by IIT Roorkee, and the NPTEL programme the participants need to have an assignment score of >=10/25 and examination score of >=40/100.
What you will learn
In the Business analytics and data mining Modeling using R certification syllabus, the enrolled students will learn about the following elements-
- The students will be studying the topic of data presentation in the course.
- Candidates will learn about regression trees in detail.
- The methods of logistic regression will also be covered by all the applicants.
- In the Business analytics and data mining Modeling using the R certification course by Swayam the topic of data mining will be covered.
- The assessment performance metrics for prediction and classification will also be learnt by the students.
- The methods involved in methods naà ̄ve bayes will also be learnt by the students.
- The candidates will be learning the methods and wrapping up artificial neural networks in detail.
- The method of preparing the data in a more professional way will be inculcated by the students.
- The exploration visualization techniques of business analytics will further be covered in the course syllabus.
- Candidates will also study performance metrics.
Who it is for
Candidates having basic statistics knowledge want to learn data mining modelling using R and Business analytics to achieve business and organisational goals. Candidates who want to make their career ahead in the big data analytics field and want to become business analysts, data scientists, etc. can join the Business Analytics And Data Mining Modeling Using R certification course.
Admission Details
For admission in the Business Analytics And Data Mining Modeling Using R classes, candidates will have to follow the steps mentioned below:
- Visit the official website of Swayam.
- Search for ‘Business Analytics And Data Mining Modeling Using R’
- Click on the appeared match result to land on the course page
- Sign-in/Register with an email and verify your account
- Now, click on the ‘Join’ button to proceed
- Save profile by filling in the account information and start the course
Application Details
For applying the Business analytics and data mining Modeling using R classes training course the students need to follow the given steps-
Step 1: The applicants have to provide the given URL for getting the form-
https://onlinecourses.nptel.ac.in/noc21_mg08/preview
Note- The programme is currently undergoing and hence there is no option for registration or enrollment currently available. For more details, the students can contact the management.
The Syllabus
- General Overview of Data Mining and its Components
- Introduction and Data Mining Process
- Introduction to R Basic Statistical Techniques
- Data Preparation
- Exploration Visualization Techniques
- Data Preparation
- Exploration Visualization Techniques
- Dimension Reduction Techniques
- Principal Component Analysis
- Performance Metrics and Assessment
- Performance Metrics for Prediction and Classification
- Supervised Learning Methods
- Multiple Linear Regression
- Supervised Learning Methods
- Multiple Linear Regression
- Supervised Learning Methods Naà ̄ve Bayes
- Supervised Learning Methods
- Classification
- Regression Trees
- Supervised Learning Methods
- Classification
- Regression Trees
- Supervised Learning Methods
- Logistic Regression
- Supervised Learning Methods
- Logistic Regression
- Artificial Neural Networks
- Supervised Learning Methods
- Wrap Up
- Artificial Neural Networks
- Discriminant Analysis
- Conclusion
Instructors
IIT Roorkee Frequently Asked Questions (FAQ's)
The Business analytics and data mining Modeling using R online course is of 12 weeks.
The instructors for the Business analytics and data mining Modeling using R certification online course are from the faculty of the Indian Institute of Technology Roorkee.
Candidates must have an in-depth understanding of Statistics in order to apply for this programme.
The industries supported by the institute are- Big Data companies, Analytics and Consultancy companies, Companies with Analytics Division.
No, the course fee for the Business analytics and data mining Modeling using R online course is not refundable.
The students will be receiving the certificate after they complete their course successfully by appearing for the examination.
The candidates are required to visit the official URL of the programme which is https://onlinecourses.nptel.ac.in/noc21_mg08/preview.
It is not compulsory for candidates to have any prior working experience for applying in this course.