Generative AI for Managers: Workshop Video Series
A workshop designed for managers seeking to understand and leverage Generative AI to drive innovation, streamline operations, and enhance decision-making. Explore core concepts, key platforms, practical use cases, and industry-leading practices for implementing AI-driven solutions — along with the potential risks and ethical challenges.
Session 1 Technical Foundation
Explore the three main types of AI models — open-source, open-weight, and proprietary — their differences in transparency and accessibility, and foundational concepts like fine-tuning and model evaluation.
Session 2 Prompt Engineering and Best Practices
Master the art of writing effective prompts using Chain of Thought reasoning, self-consistency verification, task decomposition, and temperature tuning for structured and reliable AI outputs.
Session 3 Tools, Frameworks and Use Cases
Dive into practical tools and frameworks for generative AI — including structured information extraction, prompt templates, and evaluation metrics using tools like Llama and Instructor.
Session 4 Agents, Evaluation and AI Risks
Understand how to safeguard language models from adverse prompts, hallucinations, and toxic bias using input guardrails, moderation APIs, and access control — plus an introduction to AI agents.