IIM Calcutta - IIM Calcutta Executive Programme in Business Analytics - Batch 14 offered by TimesPro
- Private Institute
- Estd. 2013
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Overview
Duration | 12 months |
Start from | 16th Mar'25 |
Total fee | ₹5.64 Lakh |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Highlights
- Earn a certificate after completion of course from IIM Calcutta
- Fee payment can be done in installments
- 2 campus immersion modules of 5 days each
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Course details
Mid-career professionals, Managers, Engineers, Data Analysts, IT Specialists, or Consultants interested in developing analytical and data-based skills and transition to a career in analytics
Professionals working in diverse industries such as Marketing, Operations, IT, Finance, Consulting, or any data-driven field
Professionals who have an adequate familiarity with high-school level mathematics
Understand and apply the concepts and models of Business Analytics
Able to critically analyse, synthesise and solve unstructured business data
Identify, model, and solve decision-based problems in business settings
Interpret the results and identify appropriate course of action
Nurture aptitude for business improvement and innovation
Our Executive Programme in Business Analytics equips you with the critical tools to stay ahead. With comprehensive modules in Data Mining, Statistics, Decision Modelling, Financial and Marketing Analytics, Operations Analytics, Machine Learning, Big Data, Cloud Computing, Data Visualisation, Predictive Modelling, and Time Series Analysis, you’ll develop the expertise needed to build a strong foundation in analytics
Business Analytics offers the solution, transforming raw data into actionable insights through advanced quantitative analysis and predictive modelling
Class Timings:
Sundays: 09:00 a.m. to 12:00 p.m.
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Curriculum
Module 1: Business Analytics and Its Competitive Advantage
Data lies at the core of competitive strategizing, and data analytics can reveal how organizations can innovate and build competitive advantage
Additionally, environmental data analysis aids businesses in evaluating the market conditions and competing aggressively with preparedness about the regulations, market conditions, and competitor moves
How data can be ingested, stored, and analyzed efficiently to draw competitive insights will be discussed in this module
Module 2: Statistics and Mathematics for Business Analytics
Application of statistics on analytics
Distributions
Hypothesis testing
Linear algebra and others
Module 3: Data Visualisation and Descriptive Analytics
Visualization with Excel
Visualization with Python
Visualization with Tableau
Module 4: Unsupervised Learning
Clustering
Apriori Algorithm
Recommender Systems
Module 5: Advanced Topics in Analytics: Big Data and Cloud Computing
Hadoop and Spark
Data Bricks
Module 6: Supervised Learning
Naïve Bayes
Logistic Regression
Decision Tree
Bagging and Boosting Techniques
Module 7: Deep Learning
Introduction to Neural Networks
Deep Neural Networks
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Natural Language Processing using RNN
Module 8: Financial Analytics
Portfolio construction and analysis: Risk-return trade-off
Financial modeling and analysis: Time series models
High-frequency data analysis: Seasonality and noise
Textual analysis: Readability and sentiment of financial statements
Module 9: Marketing Analytics
Marketing analytics involves tracking and analyzing data from various sources to increase sales and meet marketing targets
With the advent of e-commerce and social media, digital marketing dominates most businesses, and marketing analytics serves as a critical tool for digital marketing applications
In this module, we examine how data can be tracked, stored, and analyzed for crafting marketing strategies to enhance the future return on investment (ROI)
Module 10: Operational Analytics
Operational analytics involves the use of data analysis and real-time processing to enhance day-to-day operations and decision-making within an organization By leveraging data from various operational systems and processes, this approach provides valuable insights into performance, efficiency, and productivity
It often employs techniques to optimize operations, streamline workflows, and identify areas for improvement
In this module, we understand how operational analytics is instrumental in monitoring key performance indicators (KPIs), detecting anomalies, and enabling timely adjustments to enhance overall business operations
Module 11: Analytics in Networked Platforms
Platform businesses and networked market
Data analytics in a networked ecosystem
Module 12: Cyber Analytics
How to profile customers based on traffic
How to use graphs in cyber analytics
Module 13: Digital Transformation & Business Analytics
IoT and Analytics in Industry 4.0
Applications of AI in Predictive Maintenance
Digital twin using a data-driven approach
Module 14: Responsible AI & Ethics in Analytics
This module covers Responsible AI to ensure ethical and fair usage of AI in an accountable manner
It entails designing AI models and algorithms that are transparent, explainable, and devoid of biases or discriminatory behavior
In this module, we examine the broader societal implications of AI technologies, including privacy, security, and the potential impact on diverse communities
Module 15: General Management
The general management domain spans multiple fields like finance, operations, marketing, information systems, organizational behavior and human resources, economics, public policy, and others
Capstone Project
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Placements
Top Recruiters for TimesProIIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Entry Requirements
- 50%
Candidates must have passed Bachelors degree with mentioned marks from a recognized institute or university
- Minimum: 24 months
Candidates should have a minimum of two years of work experience post completion of qualifying examination and should be working at the time of application
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Admission Process
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IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro News & Updates
IIM Calcutta Executive Programme in Business Analytics - Batch 14 at TimesPro Contact Information
18th floor, F Wing, Lotus Corporate Park, Off Western Express Highway
Mumbai ( Maharashtra)