The Generative AI Landscape
Today, we’re all living in a world in which “humans with machines will replace humans without machines”—for the second time. Generative AI technology will be a critical driver of business transformation in the next five years. This will also fundamentally reshape the landscape of jobs, skills, and teaching methodologies.
Generative AI, a subset of artificial intelligence, holds immense potential in various domains such as text generation, image synthesis, and music composition. This workshop aims to provide participants with a comprehensive understanding of generative AI and prompt engineering, empowering them to harness the capabilities of AI for creative and innovative applications.
Importance of the Workshop
In recent years, generative AI has witnessed exponential growth, revolutionizing industries and transforming the way we interact with technology. Understanding the fundamentals of generative models and prompt engineering is essential for researchers, educators, and industry professionals seeking to leverage AI for diverse purposes.
Program Title: AI Advantage: Unleashing the Power of Generative AI and Prompt Engineering for Corporate Success
Program Overview:
This intensive 3-day workshop is designed to equip management and engineering students with the knowledge and skills necessary to harness the potential of generative AI and prompt engineering within corporate environments. Participants will gain a comprehensive understanding of generative AI concepts, learn practical prompt engineering techniques, and explore real-world applications across various business functions.
Key Takeaways:
- Develop a strong foundation in generative AI and its potential impact on businesses
- Master the art of prompt engineering to effectively interact with AI models
- Explore diverse applications of generative AI across different industries
- Gain hands-on experience with popular generative AI tools and platforms
- Understand the ethical implications and responsible use of generative AI
Program Schedule
Day 1: Understanding Generative AI and Its Business Implications
- Session 1: Introduction to Generative AI (2.5 hours)
- Definition, types, and core concepts of generative AI
- Historical overview and recent advancements
- Potential business applications and use cases
- Hands-on activity: Exploring generative AI demos and examples
- Session 2: Generative AI and Business Strategy (2.5 hours)
- Aligning generative AI with business goals and objectives
- Identifying opportunities for AI-driven innovation
- Assessing the impact of generative AI on industries and markets
- Case studies of successful AI implementations
Day 2: Mastering Prompt Engineering
- Session 3: Fundamentals of Prompt Engineering (2.5 hours)
- Understanding prompt engineering concepts and principles
- Crafting effective prompts for different AI models
- Iterative prompt refinement techniques
- Hands-on activity: Prompt engineering exercises with different AI models
- Session 4: Advanced Prompt Engineering Techniques (2.5 hours)
- Fine-tuning prompts for specific outcomes
- Overcoming limitations and biases in AI outputs
- Developing a prompt engineering toolkit
- Hands-on project: Building a generative AI application using prompt engineering
Day 3: Practical Applications and Ethical Considerations
- Session 5: Generative AI in Business Functions (2.5 hours)
- Applications in marketing, sales, customer service, and operations
- Developing AI-powered products and services
- Integrating generative AI into existing business processes
- Case studies of AI-driven business transformations
- Session 6: Ethical AI and Responsible Use (2.5 hours)
- Ethical considerations in developing and deploying AI systems
- Bias and fairness in AI algorithms
- Data privacy and security implications
- Responsible AI practices and guidelines
Note: Throughout the workshop, emphasis will be placed on hands-on learning and practical application of concepts. Participants will have opportunities to work on real-world projects and collaborate with peers.