Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom, Campus Based/Physical Classroom | Video and Text Based |
Course Overview
The course eDP in Data Science and Machine Learning using R and Python provides comprehensive knowledge about various techniques in business analytics that an MBA student is expected to have. To develop inquisitiveness among the learners, the course provides self-learning in a substantial amount and thereby motivates learners to learn novel techniques.
The programme contains online sessions which are delivered by an expert panel of IIM Raipur faculty and senior professionals in Data Science. This provides a perfect culmination of business relevance in the industry and academic teachings infused by IIM Raipur, delivering a notable learning experience to the participants. The course offers a continuous evaluation of the learners throughout the duration and until completion. The evaluations are in the form of assignments, quizzes, case studies, projects, and other objectives/subjective assessments. The evaluations are planned such that the student is engaged in the course continuously, which encourages learning to a greater extent. To earn the certificate of completion the participant needs to complete the course, project, assessment along with complete attendance as per the criteria. Upon successful completion of the course, the participant will have deep knowledge of Machine learning techniques, Data sciences, and programming languages like R and python.
The Highlights
- Live and interactive classes every weekend
- Expert faculty and senior professionals from IIM Raipur
- Provision of career assistance
- IIM Raipur certification
- Practical and industry-relevant curriculum
- Fully online classes
- 6 months course duration
Programme Offerings
- quizzes
- Project
- Case studies assignment
- Subjective/Objective assessments
- Online Sessions.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Raipur |
The eDP in Data Science and Machine Learning using R and Python details are given below
- Course fee is Rs 70,000 + 18 % GST for Indian students.
- Candidates can pay the fee in 3 instalments within the deadline provided.
- The instalment break-up is (Rs 20,000 + Rs. 25,000 + Rs. 25,000) for three consecutive months plus GST
- The course fee is US Dollar 1400 for International students
Head | Amount |
Indian Students | |
Programme Fees | Rs. 70000 + GST |
1st Instalment | Rs. 20000 + GST |
2nd Instalment | Rs. 25000 + GST |
3rd Instalment | Rs. 25000 + GST |
International Students | |
Programme Fees | USD 1400 |
Eligibility Criteria
Work Experience:
Working experience of 2 years is required to get enrolled in the course. However, work experience requirements may vary from case-to-case basis. In some cases, lesser experience is also considered.
Education:
If an Indian applicant is applying then he/she should have completed Graduation i.e. 10+2+3. The candidate can be a diploma holder too.
If an International Applicant is applying then he/she should be a graduate or must have completed a similar equal degree.
Certification Qualifying Details:
On successful completion, the participant will be awarded a certificate from the Indian Institute of Management (IIM) Raipur. The certificate will be undersigned by Director, programme director, and chairman executive of IIM Raipur.
What you will learn
After successful completion of the eDP in Data Science and Machine Learning using R and Python the participant will gain insights about:
- Using Excel and SPSS to analyse data.
- Applying R for modelling time series and regression
- Describing data analytics by data visualisation using R
- Using logistic regression for predictive analytics
- Predicting analytics using an unsupervised Machine Learning technique
- Application of spatial mapping and geographic mapping
Who it is for
The course is designed for:
- Executives who are keen on Data Science & Machine Learning to gain professional development.
- IT Professionals/Software developers who wish to take up Data Science & Machine Learning as a career.
- Institute Professors who want to upskill.
- Senior and Middle-level executives from various organisations can attend the program.
Admission Details
Admission to eDP in Data Science and Machine Learning using R and Python courses is very simple. The entrant needs to keep a well-updated resume, scanned copy of government ID proof and graduation documents and payment ready.
The participants have to follow the steps given below -
Step 1: Visit the course page.
Step 2: Click on the tab at the top-right corner which states ‘Apply Now.
Step 3: There will be a pop-up window for Login/Register. Fill in the required details and register yourself.
Step 4: You will be asked to verify your email id and set a login password.
Step 5: You can apply online by using login email i.d and password that is used during the registration.
Step 6: You will be asked to pay Rs.500 as application fees. Pay the fees online using the mode of payment.
Step 7: Fill the online application form. The application process will be initiated after the payment of application fees. However, the admission decision is confirmed by the evaluation team after profile screening.
Step 8: The selected profiles are provided LOI.
Step 9: Pay the fees after receiving the LOI.
The Syllabus
Inferential Statistics
- Statistical Inference
- Confidence Interval
- Random Sampling
- Hypothesis testing
- Hypothesis Testing for Ordinal Data
- Hypothesis Testing for Nominal Data
- Testing for Non-Parametric Data
Describing Data
- Variation and Variance
- Summarizing Variance
- Expectation Setting
Testing for Relationship
ANOVA and Chi-Square Testing
Predictive Analytics using Classification
- Logistic Regression
- Classification Trees and Random Forests
- Neural Networks
- Ensembling and Oversampling
Overview of Python
- Understanding Python Platform
- Working with Python
Predictive Analytics using Regression Modeling
Multiple Linear Regression
Predictive Analytics using Time Series
- Systemic thinking
- Ethical values in Organization
Descriptive Analytics
- Principles of Data Visualization
- Geographic Mapping
- Spatial Mapping
Predictive Analytics (Unsupervised Techniques)
- Clustering
- Association Mining
Instructors
IIM Raipur Frequently Asked Questions (FAQ's)
Nulearn takes accountability to assist participants and provide world-class services. It has a constant focus on value, strength, quality, consistency and customer services. It is known to follow ethical practices in business and the provision of the ultramodern learning management system that imparts qualitative learning experience.
The course follows continuous evaluation pedagogy. There are periodic evaluations in the form of project, assignment, quizzes, case study and other subjective/objective assessments. The evaluations lead to constant student engagement and thereby motivate learning. At the end of the course, the students are awarded a certificate of completion by IIM Raipur.
The course is delivered by Nulearn plug and learn mode. The sessions are conducted once a week for 6 months.
There is no provision of the flexibility of learning and completion. The candidate needs to attend online classes and fulfil the attendance criteria and submit the projects to earn the certificate.
No financial aid is provided for the course. However, there is a facility for getting a loan with different 6/9/12 EMI options.
The instructors of the course are eminent faculty members of IIM Raipur. The faculty members of the course are Prof. Sumeet Gupta who has PhD in Information systems and Prof. Gopal Kumar who has PhD in supply chain collaboration.
The participants will learn the application of Analytic tools and get a hand-on experience with SPSS, Excel, Python, and R.
The participant gets a membership to IIM Jobs-Pro. Also, they are assisted in making the resume that projects the skill-set in the best possible way and spotlight wherein their profile is pushed to the top of the list due to the branding of collaborative partners.
No concession or refund is provided for the application fees. However, the application fee of Ex.Army professionals is waived off.
No, the course is completely online.