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
On Selection
Rs. 20000 + GST*
2nd Instalment
20 June 2021
Rs. 25000 + GST*
3rd Instalment
10 September 2021
Rs. 25000 + GST*
For International Students
USD 1650
Tenure
Deadline
Amount (USD)
1st instalment
On Selection
USD 500
2nd Instalment
20 June 2021
USD 550
3rd Instalment
10 September 2021
USD 600
* EMI dates may vary on a case to case basis. For more information, please refer the welcome email sent to you after the registration.
* Bank loan available
Course Certificate
Earn Certification After The Successful Completion Of The Course
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Career Assistance
Career Assistance Program In Association With IIM Jobs
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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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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.
Indian Institute of Management (IIM) has been set up by the Government of India, Ministry of Human Resource Development in 2010 at Raipur, the capital of Chhattisgarh. Chhattisgarh is one of the fastest growing states of India with its rich mineral, forest, natural and local resources.
The Institute believes in preparing ethical leaders who are not only committed to business, commerce and industry but are also socially conscious towards their contribution in nation building and bring in name for the country globally. The institute is abuzz with activities carried by the student clubs which are now expanding their scope of activity and bringing luminaries from the Corporate.
The Government of Chhattisgarh has allotted over 200 acres of land for the IIM Raipur campus in Atal Nagar.
The new campus is a state-of-the-art campus presenting a blissful mix of modern architecture, culture & heritage of Chhattisgarh.
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. 13072 Monthly
9 Months
Rs. 8942 Monthly
12 Months
Rs. 6877 Monthly
Down Payment for Course is 7000 + 18% GST
Please Note
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Processing Charges may be applicable as per bank rules.
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10% down payment of the course fees shall be paid to Nulearn.
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No loan facility is available for foreign students.
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Click here to apply by loan. (loan partner propelld)