Invite Your Colleague and Save INR 8,437 (Inclusive of GST)
STARTS ON September 30, 2021
DURATION 7 Months Live Online Sessions 3 Hours/ Sunday 3:30 PM to 6:30 PM
PROGRAMME FEE INR 64,500 + GST (Early Bird Fee) INR 71,500 + GST (Standard Fee) View Payment Plan Loan offered at EMI of INR 2,963 Special Corporate Enrolment Pricing
ELIGIBILITY Graduates (10+2+3) or Diploma Holders (only 10+2+3) from a recognised university in any Discipline
STARTS ON September 30, 2021
DURATION 7 Months
PROGRAMME FEE INR 71,500 + GST INR 64,500 + GST (Early Bird Fee)

TOOLS COVERED

PROGRAMME HIGHLIGHTS

Machine Learning (ML) & Artificial Intelligence (AI) are transforming businesses across sectors on how they operate and interact with their customers. The rate of AI adoption has increased from 62% to 70% (PwC, 2020), validating that ML & AI are turbocharging process automation and reengineering business strategies towards understanding customers better and data-driven decision-making. Joining IIM Jammu's Executive Programme in Machine Learning & AI for Business will enable you to gain proficiency in ML & AI and how to best leverage these technologies for enhanced customer-centric business growth and transformation.

Learn at one of India's Best Business Schools
Hands-on Learning with R/ Python and Other Analytical Tools
A Capstone Project with Exposure to ML & AI Strategies
Gain Actionable Insights from Industry-oriented Curriculum, Taught by Leading IIM Jammu Faculty
Receive a Certificate of Completion and be Eligible for the IIM Jammu Executive Alumni Status
Learn at one of India's Best Business Schools
Hands-on Learning with R/ Python and Other Analytical Tools
A Capstone Project with Exposure to ML & AI Strategies
Gain Actionable Insights from Industry-oriented Curriculum, Taught by Leading IIM Jammu Faculty
Receive a Certificate of Completion and be Eligible for the IIM Jammu Executive Alumni Status

LEARNING OUTCOMES

Learn fundamentals of ML & AI, Statistical Learning and their business applications across industries

Hands-on experience to identify, define, design, implement and monitor AI concepts through a capstone project

Understand the applications, opportunities, and limitations of AI in businesses

Recognise AI impact on various functions in businesses

Leveraging ML & AI for process automation and reducing human errors

Leverage the cognitive capabilities of AI to make data-driven decisions

Adapt to the changing customer needs and modify your business strategy

Interact and contribute to the development and deployment of AI-based projects

PROGRAMME MODULES

  • Investigating Business Problems and Modelling
  • Fundamental of Statistical Learning
  • Sampling and Estimation
  • Hypothesis and Testing
  • Analysis of Variance
  • Descriptive Analytics Using R and Python
  • Statistical Learning Using R and Python
  • Data Visualisation with Tableau
  • Supervised and Unsupervised Machine Learning
  • Linear and Logistic Regression
  • Decision Trees
  • Random Forest
  • Support Vector Machine
  • Clustering
  • Personalisation (Recommendation Systems)
  • Neural Networks
  • Big Data Ecosystem
  • Big Data Leadership
  • Big Data Strategy
  • Marketing Applications
    • Application of machine learning in marketing and customer analytics
    • Building predictive models: Sales Prediction and Price Prediction, Customer profitability and Customer Lifetime Value
  • Finance Applications
    • Financial Time series - Introduction & Diagnostics
    • Forecasting with ARIMA
  • Operations Applications
    • Analytics for Distribution and Network Models Design
    • Risk Analytics in Operations Management: Decision Making Under Uncertainty
  • HR Applications
    • HR Dashboarding with Power BI
    • Machine learning and AI to analyse human behaviour and emotions
  • ML Pipeline
  • Production Environment
  • Model Deployment

The capstone project provides participants with the opportunity to apply the learnings from the programme to real-world challenges. It would include group presentations from 5-6 participants on a topic from an industry of their choice in consultation with faculty members. The participants will work on real-world data sets and can submit their project within seven days after completion of the session.

Note: Modules/ topics are indicative only, and the suggested time and sequence may be dropped/ modified/ adapted to fit the total programme hours.

PROGRAMME DIRECTORS

Prof. Abhishek Srivastava

Assistant Professor, IT Systems & Analytics

Indian Institute of Management Jammu

Dr Rohan Mukherjee

Assistant Professor, IT Systems & Analytics

Indian Institute of Management Jammu

Note: Programme Directors might change due to unavoidable circumstances, and revised details will be provided closer to the programme start date.

PROGRAMME CERTIFICATE

On successful completion of the programme, with a minimum 60% attendance and satisfactory academic performance, participants will be awarded a certificate of completion and will be eligible for the prestigious IIM Jammu Executive Alumni Status. Participants who demonstrate exceptional academic abilities in the overall results of periodic evaluations would be provided additional Certificate of Merit.

Sample Certificate

Note: All certificate images are for illustrative purposes only and may be subject to change at the discretion of IIM Jammu.

Early applications encouraged. Limited seats are available.

View Payment Plan
Loan offered at EMI of INR 2,963
Special Corporate Enrolment Pricing

Round-wise Application Dates

ROUND 1 Last Date: Aug 23, 2021
ROUND 2 Last Date: Sep 22, 2021
In collaboration with Eruditus
DOWNLOAD BROCHURE