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Artificial Intelligence (AI) for Management
Online
12 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Madras (IITM) |
The Syllabus
Foundations
- The artificial neuron, neural networks, training, gradient descent to deep nets, language and vision models, narrow, and general intelligence, generative AI
AI, strategy and business models
- Digital business strategy, enterprise to eco systems, digital platforms, competition and smart connected products, business models in AI
Business value of AI:
- AI-business value mechanism, value creation, AI for business functions-Marketing, Operations, and HR; and business domains-Manufacturing, and Healthcare
Algorithmic decision making
- Machines for decisions, learning algorithms-decision support to decision-making, conversational agents and anthropomorphism, social structure, demographic disparity and prejudice, the spectrum of cognitive biases, social media and the echo chamber effects, the changing role of general managers; interpretability, explainability and decision stakes, accuracy vs interpretability, solutions and limitations
AI Risks
- AI risk and sources, AI bias, types of bias, hallucination and jailbreaking, business-AI alignment; risk management-technological solutions: unlearning and forgetting, robustness checks, debiasing, data sharing and differential privacy
Responsible AI and regulation
- Fairness and its categories, fair equality of opportunities, philosophy of policy, fairness and policy, model selection for fairness, Governance, and regulation, human values vs market-oriented regulation, AI innovation-regulation trade off, emerging regulations and compliance in select geographies
Articles
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
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12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM
9 Jan'25, 11:23 AM
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
7 Jul'25, 07:34 AM
12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM