Course description
About the Course
This course covers Data Science both in breadth and depth. While the breadth aspect will be taken care of by providing exposure to various techniques of business analytics, the depth aspect will be taken care of by covering few important techniques in as much detail as much would be feasible for a typical MBA student. The course also requires substantial self-learning on the part of the student, and it is presumed that the student would be motivated to learn new techniques not covered in this course by self.
At the end of the course the student will be aware of:
- Data Science
- Machine Learning Techniques
- R and Python Software
Key Highlights
CERTIFICATION FROM IIM RAIPUR
WEEKEND LIVE & INTERACTIVE CLASSES
EXPERT FACULTY PANEL
INSIGHTS INTO DATA SCIENCE & MACHINE LEARNING
HANDS ON EXPOSURE ON INDUSTRY RELEVANT TOOLS
15 HRs. TABLEAU MASTERCLASS BY NULEARN
Course description
Who Should attend & Course Pedagogy
- Executives from any domain who are keen on learning Data Science & Machine Learning for professional development.
- Software developers/ IT Professionals who are willing to move into Data Science & Machine Learning.
- Professors from Institutes who are willing to upgrade their skills into Data Science & Machine Learning.
- Middle and senior level executives from profit and not-for-profit organization across industries/sectors can attend the program.
Eligibility
- For Indian Participants – Graduates (10+2+3) or Diploma Holders (only 10+2+3) from a recognized university (UGC/AICTE/DEC/AIU/State Government) in any discipline.
- For International Participants – Graduation or equivalent degree from any recognized University or Institution in their respective country
- Minimum 2 years of Working Experience
- On case-to-case basis less experience can be considered.
Course Pedagogy
The program consists of online sessions delivered by IIM Raipur faculty panel and senior professionals from the field of Data Science. This ensures that the program culminates academic input infused with IIM Raipur excellence and Industry’s Business relevance, thereby providing the participants with a remarkable learning experience.
Assessments
There are periodic evaluations built in throughout the duration of the course. These maybe in the form of a quiz, assignment, project, case studies or other objective/ subjective assessments. The evaluations are designed ensure continuous student engagement with the course and encourage learning. Participants who successfully complete the same along with the requisite attendance criteria, an end course assessment and project work will be awarded a certificate of completion/ participation by IIM Raipur
Assignments, Videos & Case Studies
Curated Course Syllabus
Data Science using Excel and SPSS
Describing Data
- Expectation Setting
- Variation and Variance
- Summarizing Variance
Inferential Statistics
- Statistical Inference
- Random Sampling
- Confidence Interval
- Hypothesis Testing
Testing for Non-Parametric Data
- Hypothesis Testing for Ordinal Data
- Hypothesis Testing for Nominal Data
Testing for Relationship
- ANOVA and Chi Square Testing
Regression and Time Series Modeling using R
Predictive Analytics using Regression Modeling
- Multiple Linear Regression
Predictive Analytics using Time Series
- Time Series Forecasting
Machine Learning and Deep Learning using Python
Overview of Python
- Understanding Python Platform
- Working with Python
Predictive Analytics using Classification
- Concept of Classification Modeling
- Logistic Regression
- Classification Trees and Random Forests
- Neural Networks
- Ensembling and Oversampling
Unsupervised Machine Learning using R
Predictive Analytics (Unsupervised Techniques)
- Clustering
- Association Mining
Data Visualization using R
Descriptive Analytics
- Principles of Data Visualization
- Geographic Mapping
- Spatial Mapping
15 Hrs. Tableau Masterclass by Nulearn
Introduction
- Introduction to Tableau
- Data Connection
- Tableau Environment
Basic Charts
- Text Tables
- Highlight Tables
- Pie Charts
- Bar Chart
- Stacked Bar Chart
- Side by Side Bar Chart
- Line Chart Continuous
- Line Chart Discrete
Advanced Charts
- Scatter Plot
- Tree Map
- Symbol Map
- Filled Map
- Dual Line Chart
- Dual Combination
- Box and Whisker
Formatting
- Filters, Totals, Highlighters, Groups
- Table Calculations
- Calculated Fields
- Parameters
Analytics
- Analytics
Conclusion
- Dashboard
- Story
Program Fees
For Indian Residents
Rs.70000 + GST*
Tenure
Deadline
Amount (INR)
1st instalment
Immediate Payment
Rs. 20000 + GST*
2nd Instalment
15 June 2022
Rs. 25000 + GST*
3rd Instalment
10 August 2022
Rs. 25000 + GST*
For International Students
USD 1400
* EMI dates may vary on a case to case basis. For more information, please refer the welcome email sent to you after the registration.
* Loan option available in 6, 9 & 12 EMIs from loan partners.
* 1% + GST* processing fees will be charged by loan partner in 6/9/12 months EMI.
* 1% + GST* processing fees will be charged by loan partner in 6/9/12 months EMI.
Course Certificate
Earn Certification After The Successful Completion Of The Course
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Tools to be Used
Program faculty members
Learn from the best
SUMEET GUPTA
Ph.D.-National University of Singapore
Prof. Sumeet Gupta is affiliated as Professor in the Dept. of Information Technology and Systems at IIM Raipur. He received PhD (Information syst...
Prof Gopal Kumar
P.H.D (IIT - KHARAGPUR)
Gopal Kumar is Assistant Professor of Operations Management at the IIM Raipur. He received his PhD in supply chain collaboration from the IIT Khar...
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Testimonials
Experience of our Alumni
About the institute
IIM RAIPUR
- IIM Raipur offers Management Development Programs in different area in management to reflect the evolving realities of business and management practices. The MDPs will provide an opportunity to participants to exchange ideas and gain insights from a diverse range of peers.
- IIM Raipur offers Advance Management Development Programs that consist of overseas learning Program (OLP) of two weeks duration and two weeks at Campus in tie up with global & International Business Schools and Institutions, who will facilitate as well as organize both the classes as well as visit to Industry to the Participants.
- The Institute offers tailor-made In-Company executive development Programs for Senior and Middle level executives of different organizations including Private, Public and Government Sectors, to maximize their potential by gaining or refining their Management Skills.
- Indian Institute of Management Raipur is ranked 2nd in Times Annual B-School Ranking Survey 2021 in India.
IIM Raipur offers Management Development Programs in different area in management to reflect the evolving realities of business and management practices. The MDPs will provide an opportunity to participants to exchange ideas and gain insights from a diverse range of peers.
IIM Raipur offers Advance Management Development Programs that consist of overseas learning Program (OLP) of two weeks duration and two weeks at Campus in tie up with global & International Business Schools and Institutions, who will facilitate as well as organize both the classes as well as visit to Industry to the Participants.
The Institute offers tailor-made In-Company executive development Programs for Senior and Middle level executives of different organizations including Private, Public and Government Sectors, to maximize their potential by gaining or refining their Management Skills.
Indian Institute of Management Raipur is ranked 2nd in Times Annual B-School Ranking Survey 2021 in India.
Start Your Application
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I have read the details and eligibility criteria for admission to the program, that I am applying for.
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I understand that my application shall be considered complete only when the Application fee along with required documents are received by IIM Rohtak and all mandatory fields in the application form are completed.
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I understand that merely submitting the application form and fee, does not entitle me for the admission to the Diploma programme The admission is purely on the basis of my profile scoring, qualification and further evaluation by the Institute.
Career Assistance
Corporate Prices / Plans
No. of Nomination
Discount
2 to 5
5%
6 to 10
7.5%
11 to 20
10%
21 and above
Contact the team
EMI Options / Plans
Partner
Tenure
EMI
1 Month
Rs. 70000 + 18% GST
3 Months
Rs. 23334 + 18% GST
6 Months
Rs. 13,767 Monthly
9 Months
Rs. 10,004 Monthly
12 Months
Rs. 7,503 Monthly
Please Note
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Processing Charges may be applicable as per bank rules.
-
No loan facility is available for foreign students.
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