SP Jain (SPJIMR) - SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions
- Offered byEmeritus
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Overview
Duration | 7 months |
Total fee | ₹87,000 |
Mode of learning | Online |
Difficulty level | Intermediate |
Credential | Certificate |
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Highlights
- Earn a Certificate of Completion and Executive Alumni Status from SPJIMR
- Immersive learning journey with real-world case studies, quizzes and assignments
- *Easy EMI payment option available
- Learn from eminent SPJIMR faculty, global faculty and distinguished industry professionals
- Personalized Career Services from Eruditus
- 8 Industry-oriented Modules with a Hands-on Project
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Course details
- Early to mid-level professionals interested in building a strong foundation in modern business practices using advanced analytical approach
- Senior managers and consultants who have an analytical mindset and want to advance their data analytics skills for effective business decision-making
- Entrepreneurs keen to revitalise their business offerings by aligning customer insights towards enhancing their products and services
- Build a strong foundation on how to make data-driven decisions and apply analytics in day-to-day business scenarios
- Understand various analytical representations and apply the right ones to solve complex real-world business problems
- Explore in-demand analytics tools and their applications across business functions to build and scale a successful analytics capability within your organisation
- Learn to interpret and communicate results of business analytics projects into practical courses of action to both technical and non-technical audiences
- Develop an in-depth understanding of Artificial Intelligence, Machine Learning and Deep Learning, while understanding their application to strengthen data-driven decision-making
- The Certificate Programme in Business Analytics for Strategic Business Decisions from S. P. Jain Institute of Management and Research, Mumbai (SPJIMR) provides a sequential modular approach in transforming data into business insights for impactful data-driven business decision-making. Build your capability in data analytics, business intelligence tools and their real-world applications across multiple domains, to gain effective data-driven problem-solving skills.
- Course Timings: Saturdays from 2:00 PM to 5:00 PM
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Curriculum
Module 1: Foundation of Business Analytics
Introduction to Business Intelligence & Analytics
Evolution of Business Analytics
Emergence of Business Analytics as a Competitive Strategy
Data Life Cycle & Data Collection Methods
Introduction to Big Data
Sources of Data
Building a Data Strategy to Create Business Value
Module 2: Descriptive Analytics & Statistical Inference
Introduction to R - Basics, Advantages & Limitations
Tools: R
Advance Probability and Probability Models
Central Tendency & Dispersion
Data Types & Structure
Variables & Distribution
Bayes' Theorem
Random Variables
Central Limit Theorem & Confidence Interval
Hypothesis Testing
Module 3: Principle Components of Predictive Analytics
Tools: R
Introduction to Business Data Mining
Regression: Linear & Multivariate
Classification
Time Series & Forecasting
Clustering
Dimensionality Reduction - PCA
Module 4: Principle Components of Prescriptive Analytics
Simulation
Optimisation
Recommendation System
Module 5: EDA, Visualisation & Storytelling
The Science behind EDA
Graphical Techniques (Plots, Charts & Ratios)
Tools: Visualisation using Tableau
Storytelling: Pitch & Communication
Introduction to Python- basics, advantages and limitations
Tools: Python
Module 6: Text Analytics
Introduction to Text Analytics & Natural
Language Processing
Applications of NLP in Business
Interpretation of Text Analytics reports
Module 7: Functional Application of Analytics
Financial Analytics
Digital Media Analytics
Customer Analytics
Operations & SCM Analytics
Module 8: AI & ML
Introduction to AI & ML
Business Application of AI & ML
Introduction to Deep Learning
Business Application of Deep Learning
Course Wrap-up
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Faculty details
SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions at Emeritus Entry Requirements
- Graduates/ Diploma Holders in any discipline
- Minimum 1 year of work experience
- Not mentioned
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SPJIMR - Certificate Programme in Business Analytics for Strategic Business Decisions