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Making AI Work: Machine Intelligence for Business and Society

via GetSmarter

Overview

Explore a human-centered approach for implementing machine learning and learn to use AI as a catalyst for fostering inclusive prosperity.

Create a comprehensive plan for the resilient and rational deployment of AI as you work through the weekly modules of this online short course. A systematic approach to examining AI’s impact using a proprietary MIT, program-specific ML Deployment Framework. An AI implementation strategy, based on technical and strategic guidance, that works for individuals, organizations, and society. The practical steps to imbue AI systems with robustness and privacy, and an understanding of their potential vulnerabilities. Insights into the common pitfalls of algorithmic decision-making to help to mitigate bias, inequity, and overconfidence.

Syllabus

  • Orientation module: Welcome to your Online Campus
  • Module 1: Power and limitations of machine learning
  • Module 2: Robustness and privacy
  • Module 3: Risks of using predictions for decision-making
  • Module 4: Human-technology interaction
  • Module 5: AI in your business
  • Module 6: AI’s contribution to inclusive prosperity

Taught by

Aleksander MÄ…dry, Daron Acemoglu, Asu Ozdaglar, and Simon Johnson

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