Business and Operations Analytics
5.0 /5- Offered byNITIE
Business and Operations Analytics at NITIE Overview
Business and Operations Analytics
at NITIE
Gain a comprehensive overview of the business and operations analytics principles and concepts
Duration | 30 hours |
Total fee | ₹33,630 |
Mode of learning | Online |
Credential | Certificate |
Business and Operations Analytics at NITIE Highlights
Business and Operations Analytics
at NITIE
- Earn a certificate of completion from NITIE
- Learn key concepts & trends through exhaustive cases studies
- Capitalize the open platform to share your professional experiences live
- Lecture slides and supplementary material after each session
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Business and Operations Analytics at NITIE Course details
Business and Operations Analytics
at NITIE
Skills you will learn
What are the course deliverables?
- Develop critical thinking about the data and the analyses
- Learn basic analytics methods and analyse case studies on organizations that successfully deployed these techniques
- Identify, evaluate, and capture business analytics opportunities that create value
- Estimate the value created using business analytics to address an opportunity
More about this course
- The course emphasizes that Business and Operations Analytics is not a theoretical discipline: these techniques are only interesting and important to the extent that they can be used to provide real insights and improve the speed, reliability, and quality of decisions
- With business analytics being an integral part of modern management, this course should provide you with the foundation to understand and apply analytical methods to drive value
Business and Operations Analytics at NITIE Curriculum
Business and Operations Analytics
at NITIE
Module 1: Introduction to Business Analytics
Course Inauguration
Course Overview
Introduction to Business Analytics
Digital Transformation
Module 2: Prescriptive Analytics
Optimizing Complex Decisions
Linear Programming Formulation
Demonstration of the Spreadsheet Optimization Method
Shadow Price
Sensitivity Analysis
Module 3: Predictive Analytics
Linear Regression
Logistic Regression
Classification & Regression Trees
K-Nearest Neighbour
Bayesian Analysis
Error Types
Module 4: Integrated Analytics
Neural Network
Variable Selection Techniques
Categorical Variables
Model Selection
Integration of Techniques
Module 5: Case Study
Case Studies: Retail; Manufacturing; High-Tech
Course Summary and Conclusion
Business and Operations Analytics at NITIE Faculty details
Business and Operations Analytics
at NITIE
David Simchi-Levi
He is the Editor-in-Chief of the INFORMS journal, Management Science, the former Editor-in-Chief of Operations Research, Naval Research Logistics and a member of the board for several scientific journals including Transportation Science and Telecommunication Systems, and a former Area Editor of Transportation for Operations Research
Other courses offered by NITIE
Business and Operations Analytics at NITIE Students Ratings & Reviews
Business and Operations Analytics
at NITIE
5/5
2 Ratings- 4-52
A
Akshay Kumar
Business and Operations Analytics
Offered by NITIE
5
Learning Experience: It was great
Faculty: Good
Awesome
Reviewed on 13 Mar 2023Read More
A
Alok kumar Singh
Business and Operations Analytics
Offered by NITIE
5
Learning Experience: Supply chain flexibility, sc resilience, sc strategy and planning, sc under disruption, sustainable sc
Faculty: Dr. David Simchi Levi
Yes course curriculum was updated. It was taught by Dr. David Simchi Levi who is professor in the Business Analytics department of MIT USA
Course Support: No career support provided
Reviewed on 10 Jul 2022Read More
View All 2 Reviews
Business and Operations Analytics
at NITIE
Student Forum
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