Business Analytics & Intelligence 

offered by IIM Bangalore

Understand the use of Artificial Intelligence and Machine Learning as a competitive strategy

Understanding of Artificial Intelligence and Machine Learning. Understanding of descriptive, diagnostic, predictive and prescriptive analytics

Demonstrate machine learning algorithms such as supervised, unsupervised, reinforcement and evolutionary algorithms with applications using case studies

Apply neural networks and deep learning algorithms and their applications in solving business problems

Use AI and ML in application areas such as Customer Requirement Analysis, General Management, Marketing, Finance, Operations, and Supply Chain Management

Demonstrate applications of analytics in various industries such as Banking, Finance Services and Insurance (BFSI), Defense, E-Commerce, Healthcare, Manufacturing, Retail and Service Sector

Analyse unstructured data such as social media data, machine generated data, images, videos, and text (Natural Language Processing)

Deploy Artificial Intelligence with a special focus on neural networks and deep learning algorithms such as CNN, RNN, and Generative models

Understand sources of Big Data and the technologies and algorithms for analysing Big Data for inferences. Ability to analyse unstructured data such as social media data and machine generated data