XLRI Jamshedpur - XLRI Postgraduate Certificate in Business Analytics
- Offered byTalentedge
- Estd. 2012
XLRI Postgraduate Certificate in Business Analytics at Talentedge Overview
Duration | 12 months |
Total fee | ₹3.38 Lakh |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website |
Credential | Certificate |
XLRI Postgraduate Certificate in Business Analytics at Talentedge Highlights
- Earn a Certificate of Completion and Alumni Status from XLRI
- Get hands-on practical application exposure on popular tools like Python, R, MS Excel, Minitab etc.
- Learn practical business applications of analytics across a variety of domains like Marketing, Finance, HR, Operations, SCM and Digital Media
- 1-week In-Campus immersion sessions at XLRI Jamshedpur
- Get In-depth learning of Text Mining, Machine Learning and Digital Media Analytics
XLRI Postgraduate Certificate in Business Analytics at Talentedge Course details
- Working Professionals employed in the areas of Big Data, IT Services, Marketing, eCommerce, Research, etc. professionals who want to learn different aspects of business analytics
- Business Analysts who would like to gain in-depth knowledge of concepts, tools, and techniques related to data management and analysis.
- Business Leaders and Project Managers who handle large and complex databases with a need to excel in function-specific analytics
- Working executives with analytical aptitude who have little or no formal education in Business Analytics, but now feel the need to embrace technologies that will help them generate insights from data
- Working Professionals who are in the early stages of a career in business analytics and seeking to upgrade their skills and knowledge
- Help analytics professionals gain in-depth knowledge in various areas of analytics and gain managerial insights through data analysis
- Transform analytics professionals into exceptional, cross-functional leaders who integrate all disciplines to achieve the organization's strategic goals with the help of advanced analytics
- Help face challenges and complexities in the analytics field, thereby equipping those working in analytics field with the necessary skill-sets to adopt an appropriate course of action
- 3-Month Capstone Project: A highly extensive project requiring the participants to apply all of their learning to practical use
- 1 week of in-campus immersion sessions at XLRI in Jamshedpur that provides participants with an opportunity to experience the campus, interact and learn from the faculty and network with peers
- XLRI's Post Graduate Certificate in Business Analytics is a 1-year course that provides the perfect base for professionals to master the art of analytics. The course focuses on providing an in-depth knowledge of business analysis techniques and frameworks and their application in business decisions. The scope of business analytics can be broken into three main areas: Descriptive analytics, Predictive Analytics, and Prescriptive analytics. In a nutshell, it is the simultaneous application of statistics, computer programming, and operations research to achieve the required outcome.
- Course Timings- Saturdays from 06.30 p.m. to 09.30 p.m. IST and Sundays from 03.00 p.m. to 06.00 p.m. IST
XLRI Postgraduate Certificate in Business Analytics at Talentedge Curriculum
Tools of Business Analytics
Introduction to R
Introduction to Python
Spreadsheet Modelling & Power BI
Data Visualization and Descriptive Statistics
Various graphs, charts and basic tatistical techniques including data properties
Statistics for Data Science
Hypothesis Testing
ANOVA
Discriminant Analysis
Factor Analysis
Principal Component Analysis etc
Regression Techniques
Linear Regression Model
Discrete Choice Models
Logistic Regression
Multinomial Logistic Regression
Probit Regression
Data Mining
Data Analytics Life Cycle
Anomaly Detection
Association Rule Learning (Dependency Modelling)
Clustering/Classification/Regression/Summarization
Meta Analytics
Machine Learning
Neural Networks
Multilayer Perceptron (MLP)
Support Vector Machines (SVM)
Nearest Neighbour Algorithms (KNN)
Introduction to Artificial intelligence and Deep learning
Text Mining
Information Retrieval
Lexical Analysis
Pattern Recognition
Tagging
Annotation
Information Extraction
Natural Language Processing (NLP)
Analytics Applications (Covering a range of applications in the following domains)
Marketing Finance
HR
Operations
Supply Chain Management
Digital Media Analytics
Prescriptive Analytics using Optimization and Simulation
LP Simplex
GRG and Evolutionary using Excel Solver
Simulation
Business Forecasting
Demand Management and Forecasting
Applications of Time Series Models [ARIMA, ARCH, GARCH] etc
Big Data Analytics
Data Management in Big Data Era
Concept of Hadoop
Data Stream Analytics
Recommender System etc
3-Month Capstone Project