0.0
0.0
0.0
0.0
0.0
Business and Operations Analytics at NITIE Overview
Duration | 30 hours |
Total fee | ₹33,630 |
Mode of learning | Online |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
- + 1 more item
Business and Operations Analytics at NITIE Highlights
- 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
Business and Operations Analytics at NITIE Course details
- 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
- 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
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
Other courses offered by NITIE
Business and Operations Analytics at NITIE Students Ratings & Reviews
4 Ratings- 4-52
Student Forum
Anything you would want to ask experts?