Generative AI Playbook: Tools, Real-World Applications, and Governance . Muhammad Adeel . MIT xPRO

About the Program

Generative AI Playbook: Tools, Real-World Applications, and Governance is a six-week online program from MIT xPRO designed for professionals who need disciplined, real-world judgment in generative artificial intelligence (gen AI). These technologies, AI and gen AI, are reshaping how organizations create value, enhancing productivity, influencing customer experiences, and redefining operational efficiency across industries. As a result, leaders are increasingly expected to evaluate their potential despite limited visibility into how these systems actually operate. This program builds the clarity required to assess how gen AI functions in practice, where its limits lie, and how responsible deployment should be governed. The curriculum explores the foundations of generative models, machine learning (ML), and reinforcement learning, applying these concepts to real-world industry contexts. You will examine how large language models (LLMs), retrieval-augmented generation (RAG), and emerging AI agents, and agent-like workflows can influence modern AI workflows while addressing ethical considerations, AI governance, and responsible AI principles, and long-term societal impact. Through applied case analysis and structured frameworks, you will develop the fluency to evaluate applications of generative AI, engage credibly with technical teams, and design informed, responsible solutions for an evolving landscape.

Skills/Knowledge

The AI and Gen AI Landscape
Gen AI for Visual Data and Image Outputs
Gen AI for Text Data and Text Generation
Ethics and Governance in AI
AI in Practice — Applications and Case Studies
Future of AI and Course Wrap-Up

🎉Muhammad Adeel has successfully completed: Generative AI Playbook: Tools, Real-World Applications, and Governance

About the Program

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Muhammad Adeel

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