
1. The evolution of skills in the AI era: Why Generative AI is a must-have skill.
2. Overview of real-world applications in business, law, education, and more.
At the end of the lecture, learner shall understand why mastering Generative AI is essential in today’s world and how it applies across various domains.
At the end of this lecture, learner shall have an understanding of the various Gen AI concepts and an overview of its architecture.
Brief journey of Gen AI tech from its beginning to the present.
Simplified breakdown of transformers, GPT, and diffusion models.
Analogies to make complex concepts accessible.
Learners shall gain a simplified understanding of the mechanisms powering Generative AI models.
What is Generative AI, and how does it differ from traditional AI?
Key terms: Language models, embeddings, prompt engineering, and vector databases.
At the end of the lecture, learner shall understand the core concepts of Generative AI and its distinctions from traditional AI.
Gain a deeper understanding of large language models, their architecture, and how they generate coherent text.
This lecture is designed for learners with a strong interest in the technical aspects of Generative AI, such as the inner workings of large language models and text generation systems.
By the end of this lecture, learners will:
Understand the critical role of data in powering generative AI.
Learn how organizations create and capture value from data using generative AI technologies.
Explore strategies for leveraging data responsibly to drive innovation and business success.
Explore generative AI applications using domain specific models like SecLM and Med-PaLM.
Learn practical applications of Generative AI for automating and optimizing business processes
This lecture confronts the ethical dilemmas and societal shifts driven by Generative AI's rise.
We'll dissect biases, misinformation, and job displacement, fostering critical awareness.
Explore frameworks for responsible AI, ensuring innovation aligns with human values.
Empowering learners to navigate AI's impact and contribute to its ethical evolution.
Explore Gen AI's role in rapid response, risk assessment, & communication. Learn to leverage AI for resilient crisis management.
Emerging trends and technologies in Generative AI.
Skills needed, job roles, and resources to continue learning.
"Generative AI for Leaders – Foundations and Application" is a comprehensive, industry-focused course designed specifically for senior professionals, executives, and aspiring leaders who wish to harness the transformative power of AI.
This program offers an in-depth exploration of the foundational concepts, practical applications, ethical considerations, and crisis management strategies associated with generative AI, ensuring that you are well-prepared to lead in an AI-driven landscape.
What You Will Learn:
Foundations and Evolution:
Begin with an introduction to why generative AI is a critical skill for today’s leaders. Understand its evolution, explore an overview of the technology, and learn why it stands as a game changer in modern business and innovation.
Foundational Concepts:
Gain a clear, layman’s explanation of how generative AI works. Demystify the technology with an accessible approach that bridges theoretical concepts with everyday applications.
Deep Dive into Generative AI:
Explore the science behind large language models and understand the mechanics of text generation. Discover how data is harnessed to create value and drive innovation in various industries.
Real-World Applications:
Delve into specialized models and their diverse use cases. Learn how generative AI can be strategically applied in business across different sectors, including a detailed exploration of domain-specific applications. Two dedicated modules on applying generative AI in business provide a roadmap for integrating AI into your organization effectively.
Ethics, Societal Impact, and Crisis Management:
Examine the ethical and societal implications of AI, providing you with a solid ethical framework to guide decision-making. Additionally, understand how AI can be utilized for effective crisis management, preparing you to lead during challenging times.
Case Studies and Practical Insights:
Reinforce your learning with industry-focused case studies, including analyses of how companies like Langchain, Spotify, and Netflix leverage AI for personalization and operational excellence. These practical examples blend theory with practice, offering actionable insights.
Future Trends and Career Opportunities:
Look ahead to the future of generative AI, exploring emerging trends and identifying new career pathways. This module is designed to help you stay ahead of the curve and position yourself as a leader in the evolving AI landscape.
Expert-Led Instruction
This course is taught by an industry expert who seamlessly integrates theory with practice. With a proven track record as a three-time founder of AI-driven startups and a dedicated mentor who has guided numerous ventures to leadership positions, the instructor brings unparalleled real-world insights into the classroom. His hands-on experience in building, scaling, and mentoring AI innovations ensures that you not only grasp the core concepts but also learn how to apply them effectively to drive business transformation.
Additional Resources and Learning Experience
To enrich your learning journey, the program includes:
Pre-recorded video lectures for flexible, on-demand learning.
A wealth of additional resources including articles, research papers, and external links.
Interactive quizzes, assignments, and practical tests to reinforce your understanding.
Hands-on case studies designed to translate theoretical knowledge into real-world applications.
Whether you're looking to innovate within your organization or advance your career in the AI field, "Generative AI for Leaders – Foundations and Application" equips you with the knowledge, skills, and practical tools to lead confidently in the digital era.