Generative AI: From Transformers to Autonomous Agents

Generative AI: From Transformers to Autonomous Agents

Navigate the shift from chatbots to proactive agents, covering video generation, robotics, and AI compliance



Sub Category

  • Data Science

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Objectives

  • Contrast the capabilities of early reactive chatbots with modern, proactive Agentic AI workflows and autonomous execution loops.
  • Analyze the technical architecture of Generative AI, including Transformers, Diffusion Models, and Next-Token Prediction mechanisms.
  • Evaluate the distinct strengths and enterprise use cases for frontier models such as Gemini, GPT, and Claude.
  • Explain the concept of Native Multimodality and how large Context Windows enable the processing of massive enterprise datasets.
  • Interpret critical ethical considerations, including algorithmic bias, the EU AI Act, and strategies for mitigating Shadow AI risks.
  • Identify the business impact of AI in creative media, healthcare diagnostics, and hyper-personalized marketing at scale.
  • Apply the "Centaur" approach to human-AI collaboration, focusing on the shift from task execution to agent orchestration.
  • Assess the future trajectory of AI, including the path to AGI, embodied intelligence in robotics, and the requirements for Sovereign AI.


Pre Requisites

  1. No programming experience is required; this course focuses on concepts, strategy, and application.
  2. A basic understanding of business processes and general digital literacy is recommended.
  3. An open mindset regarding the rapid evolution of technology and workplace dynamics.


FAQ

  • Q. How long do I have access to the course materials?
    • A. You can view and review the lecture materials indefinitely, like an on-demand channel.
  • Q. Can I take my courses with me wherever I go?
    • A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!



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