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IIM Kozhikode | AI & ML for Business Excellence

Executive Alumni Status

Course Snapshot
  • FeeINR 1,65,000 + GST
  • Work Experience1 - 30 Years
  • Duration10 Months
  • Delivery MethodOnline
Course Detail

Program Overview
The AI & ML for Business Excellence programme from the Indian Institute of Management Kozhikode (IIM Kozhikode) explores in detail latest AI & ML concepts along with their applications in real-world business scenarios. The industry-oriented curriculum will help develop your ability to integrate AI & ML into your business, transform your strategic, scientific and operational decision-making, and gain a sustainable competitive edge as a future-ready business.

Who Should Attend
● Mid and Senior Managers keen on gaining advanced AI & ML skills to drive team efficiencies and customer satisfaction
● Senior professionals aspiring to move into data/ business analyst roles with an ability to manage AI & ML projects end-to-end
● Consultants looking to build their expertise in AI & ML for better client management
● Business heads and CXOs interested in integrating AI & ML into their corporate strategy to drive business growth
● Entrepreneurs exploring AI & ML to make their businesses more efficient, customer-centric and digital-ready

Program Highlights
● Receive a Certificate of Completion from one of India's leading B-Schools (NIRF, 2021)
● Be eligible for the lifelong Executive Alumni Status and expand your professional network
● Learn from eminent IIM Kozhikode faculty and renowned industry experts
● Explore in-demand AI & ML tools and techniques for generating data-driven business insights
● Experience high-impact learning with real-world case studies and gain actionable insights
● Learn via a hands-on capstone project and get practical exposure to AI & ML project management

Course Schedule

Live Online Sessions
3 Hours/ week Sunday
6:45 PM to 9:45 PM

Desired Candidate Profile

● Graduates (10+2+3)/ Diploma Holders (only 10+2+3) in any discipline from a recognised university with minimum 1 year of work experience (after graduation or diploma) as on Mar 30, 2022.

Course Modules

Module 1 - Technology Overview and Fundamentals
- Introduction to AI & ML Technologies/ Applications
- Understanding the Technology Landscape - Tools & Platforms for organisations to deploy AI & ML solutions
- Importance of Data - Where to find it, how to store, manipulate, and attribute it
- Statistical Foundations
- Python for AI & ML
- Storytelling with Data: Visualisation Techniques (Python, Excel)
- Automation - RPA, Chatbots
Module 2 - Unboxing ML and its applications
- Supervised Learning
- Unsupervised Learning
- Ensemble Techniques
- Recommendation Systems
- Reinforcement Learning
Module 03 - Unboxing AI and its Applications
- Neural Networks
- Deep Learning & Visualisation
- NLP
- Text Analytics (Sentiment Analysis, Social Media Analytics)
Module 4 - AI and ML for Business Excellence
- Digital Transformation with AI & ML
- Creating an AI & ML Strategy for your organisation - Link to strategic goals, business model fit, ROI, success measure, data requirements
- Implementation and Change Management Considerations
- Managing AI & ML projects and teams
- Applications of AI & ML in Marketing, Sales, Finance, Operations, Supply Chain & Human Resources
- Data Governance, Legal and Ethical Issues
- Future of AI & ML in business