Indian Institute of Management Calcutta

Strategic Leadership Programme in Analytics with AI (SLPAAI)

Indian Institute of Management Calcutta

Analytics And Data Science Programmes

About Programme

The myths, promises, and realities surrounding business analytics need to be confronted and addressed by the senior management teams of organisations in today’s volatile business landscape. As the conventional differentiators of competitive advantage start vanishing fast, the use of data-driven intelligence has started emerging as the game changer. Understanding the emerging nature of competition, planning a roadmap for enhancing competitive capability, and visualizing the future of analytics-oriented competition have become a necessity for senior management in organisations.

Data-smart firms are developing new models of decision-making that exploit overwhelming amounts of data to make smart products and services for consumers. The potential to create value through data aggregation and analysis is huge, and firms leveraging analytics are at a vantage point in their competitive landscape. Newer sets of capabilities are required to bring value to the data gathered from all the frontline processes.

Programme Content

1The business value of data analyticsAssessing analytics & AI readiness in your businessBuilding & leading high-performance analytics and AI teamsCompeting with data,analytics and AI in the age of disruptionBuilding a data-driven organization2Statistics for Decision-makingApplying statistical thinking to business decision-makingUsing applied probability for managing uncertaintyInferring population insights through data samplingCapturing variable relationships with regression analysis3Data Preparation & Descriptive AnalyticsIdentifying data sources and filtering raw data for modellingExtracting, cleaning, analyzing outliers and reducing dimensionality in datasetsPerforming exploratory data analysis for empirical insight generationCreating effective data visualizations for decision supportDesigning experiments and preprocessing for business analysis and testingApplying causal inference to interpret observational dataInterpreting statistical summaries for business relevance4Predictive Analytics & Machine LearningApplying forecasting techniques for business planningUsing supervised learning and classification models in decision-makingApplying unsupervised learning and clustering to discover patternsConducting time series analysis for data-driven forecastingEnhancing decisions with supervised machine learning modelsLeveraging neural networks and deep learning for business intelligenceNLP & LLMs: Text analytics, sentiment analysis, LLM architecture overview (Transformers, GPT)5Prescriptive Analytics for Strategic DecisionsUsing simulation models to explore decision outcomesApplying decision analysis for individual and group choicesSolving complex problems using optimization modelsUnderstanding strategic behavior with game theory and network effects6Applied Business Analytics Across FunctionsLeading with people analytics: AI-powered workforce planningDriving customer growth: AI-enabled marketing analytics & personalizationFinancial leadership with AI: Forecasting, risk analytics & optimizationOperations transformation: AI-driven process optimization & efficiencySupply chain leadership: Analytics & AI for resilient, intelligent supply chains7GenAI and Agentic AI Applications in Business(merge with below point)Using GenAI to enhance business analytics,storytelling and leadership decision-makingGenerating and refining data visualizations with GenAI toolsPrompt engineering, RAG & GenAI project lifecycleLow-Code/No-Code AI: Build with Lovable, Bolt; Automate with n8n, ZapierAgentic AI for enterprise: Autonomous agents, multi-agent systems8Capstone ProjectsEach participant will be carrying out two projects – one in the broad domain of Analytics involving AI and Machine Learning and the other on Operational Analytics.

Alumni Benefits

LDP participants who complete the programme successfully become the Alumni of IIMC Executive Education, which currently has over 35,000 members.
LDP Alumni are given an email-id in the IIM Calcutta domain.
LDP Alumni can register in the IIM Calcutta Alumni portal either with this email-id or with their personal email-ids. The IIM Calcutta Alumni portal is a common platform for Alumni of all programmes of the Institute to interact with each other and stay connected with the Institute.
The Institute shares newsletters, important news and articles about the Institute and its activities, the achievements of the Institute's faculty, staff, students and alumni, upcoming events and programmes etc., on the portal.
Alumni can post their achievements, write about jobs or LIVE project opportunities for other alumni to see.
The IIM Calcutta alumni network can also be accessed on mobile phones through the mobile app.
Executive Education Alumni are entitled to a discount of 5% on the programme fee if they opt to do another LDP.
By using the different features of the IIM Calcutta portal, alumni across programmes can engage with each other in many meaningful ways. It is up to the alumni themselves to leverage the platform

Pedagogy

Pedagogy
The pedagogy will be highly interactive, including Campus Immersion at IIMC and D2D sessions. This is a blended program which includes classroom lectures, D2D sessions, real-life case studies, group discussions, and simulations. One of the highlights of the programme is guest speaker sessions from industry experts. On – Campus visit will include sessions on aspects which require greater face to face interaction and access to other subject experts at IIM Calcutta.

Programme Audience

Leaders/Executives who want to drive strategic initiatives at their organisation through analytics. The inherent nature of the subject requires familiarity with high-school-level mathematics and a penchant for analytical thinking. The participants should be mentally prepared to view appropriate business problems through the lens of data and analytics to appreciate the complexities and leverage the associated opportunities.

Testimonials

"This programme has given me a world-class exposure to the fields of senior management. The interactions with such learned professors have inspired me to gain more and more knowledge in this field.This programme is a great programme for taking our career to a different level."

Amitabh Bhattacharyya

Branch Incharge, LT Investment Management

"The best part of the programme was that 70% of it took place offline. This allowed us to interact directly with the professors, enhancing our understanding of the course, and to build stronger peer connections, which will be valuable for applying our learnings in the future."

Suman Banerjee

Batch: 03

"The interaction with the teaching faculty have been very enriching. They have helped us to understand the current scenario in the field. We also received a peek into other domains. The project component was very helpful indeed."

Kunal Bhardwaj

Chief Human Resource Officer, ABP Pvt Ltd

"For me the course is an eye opener. Overall it was a good start for me and enforced me to learn about the principles. We got exposures on many concepts. I am thankful to all the Professors. You have enlightened my knowledge. The sessions were really very useful."

Rajmohan Lakshmikuma r Rajagopal

Batch: 03

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Director, American Express

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Batch: SMPBA 02

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DGM-MFG, Portescap India Pvt Ltd.

Program Certificate

certificate

Earn a certificate after the course completion. Certificates will be issued by the institute..

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Prashansa Uttam

Programme Advisor

+91 9403890085contact@echomind.oneMon – Fri, 9am – 5pm IST

Indian Institute of Management Calcutta

Executive Education Office

NA
9652950077
mailto:jivin.c.jose@accenture.com
https://www.iimcal.ac.in
Kolkata, India

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Strategic Leadership Programme in Analytics with AI | IIM Calcutta