IIM Jammu - Executive Program in Machine Learning & AI for Business

Offered byEmeritus

Executive Program in Machine Learning & AI for Business
at
Emeritus
Overview

Master the foundations of AI so you can strategically implement AI in your company. Leverage machine learning technologies to power corporate growth, increase efficiency, and enhance customer experiences.

Duration	7 months
Total fee	₹71,500
Mode of learning	Online
Difficulty level	Intermediate
Credential	Certificate

Executive Program in Machine Learning & AI for Business
at
Emeritus
Highlights

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

Executive Program in Machine Learning & AI for Business
at
Emeritus
Course details

Skills you will learn

Sales Python Marketing Statistics Hypothesis Testing Data analysis Big Data R Operations Operations management Data visualization Forecasting

Who should do this course?

Early-stage professionals who aspire to learn and adopt ML & AI practices to achieve greater value, create competitive advantage, and advance their career
Managers who want to increase their existing knowledge of AI to develop, deploy, and scale its project application
Business leaders who want to understand how ML & AI is rewriting business models and leverage it for the growth of their organisation
Consultants who want to build expertise and leverage ML & AI to make accurate business decisions for their clients
Entrepreneurs and business owners who aim to use ML & AI to identify opportunities, grow their businesses, and lead disruption in their industry

What are the course deliverables?

Learn fundamentals of ML & AI, Statistical Learning and their business applications across industries
Understand the applications, opportunities, and limitations of AI in businesses
Leveraging ML & AI for process automation and reducing human errors
Hands-on experience to identify, define, design, implement and monitor AI concepts through a capstone project
Recognise AI impact on various functions in businesses

More about this course

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 re-engineering business strategies towards understanding customers better and data-driven decision-making. To enable professionals to become industry-ready in this new business landscape, the Indian Institute of Management Jammu (IIM Jammu) has designed the seven-month live online Executive Programme in Machine Learning & AI for Business.
Course Timing: Sundays 3:30 PM to 6:30 PM

Executive Program in Machine Learning & AI for Business
at
Emeritus
Curriculum

Module 1: Statistics for Business

Investigating Business Problems and Modelling

Fundamental of Statistical Learning

Sampling and Estimation

Hypothesis and Testing

Analysis of Variance

Module 2: Exploratory Data Analysis & Visualisation

Descriptive Analytics Using R and Python

Statistical Learning Using R and Python

Data Visualisation with Tableau

Module 3: Machine Learning and Artificial Intelligence

Supervised and Unsupervised Machine Learning

Linear and Logistic Regression

Decision Trees

Random Forest

Support Vector Machine

Clustering

Personalisation (Recommendation Systems)

Neural Networks

Module 4: Big Data Analytics: Learn and Leverage

Big Data Ecosystem

Big Data Leadership

Big Data Strategy

Module 5: Applications of Machine Learning & AI Across Domains

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

Module 6: AI at Production Level

ML Pipeline

Production Environment

Model Deployment

Module 7: AI and ML Strategy

Executive Program in Machine Learning & AI for Business
at
Emeritus
Faculty details

Prof. Abhishek Srivastava

Prof. Abhishek has a rich and diverse professional experience spanning Fortune 500 companies, start-ups, and independent consulting. He has successfully delivered multiple projects in product development, policy-making, AI and IT consulting, vendor management, start-up community curation, and academic and industrial research. His work has been published in national and international refereed journals, publications, and conferences.

Dr Rohan Mukherjee

Dr Mukherjee has a PhD in Information Processing and Analytics from IIT Kharagpur. He has post doctoral research experience in the area of Machine Learning and Artificial Intelligence. Prior to IIM Jammu, he worked in the Big Data Analytics department at the Goa Institute of Management.