
GENERATIVE AI & PROMPT NGINEERING
OVERVIEW
This two-day workshop provides a comprehensive introduction to the exciting world of Generative Artificial Intelligence (GenAI) and the crucial skill of Prompt Engineering. Participants will gain a foundational understanding of how GenAI models work, explore the capabilities of leading platforms like ChatGPT and Google Gemini, and learn practical techniques for crafting effective prompts to generate high-quality outputs.
Furthermore, the workshop will delve into creative applications using tools like OpenArt.ai and InVideo.io, and explore innovative presentation methods with Gamma.app. By the end of this workshop, participants will be equipped with the knowledge and hands-on experience to leverage GenAI tools for enhanced productivity, creativity, and innovation within their professional roles, while also understanding the ethical considerations associated with their use.
LEARNING OUTCOMES
- A strong foundational understanding of Generative AI and Large Language Models.
- Practical skills in prompt engineering for effective interaction with ChatGPT and Google Gemini.
- Awareness of the ethical implications and best practices for responsible AI usage.
- Exposure to creative GenAI tools like OpenArt.ai and InVideo.io.
- Knowledge of using Gamma.app for innovative content presentation.
- Confidence to explore and integrate Generative AI tools into their workflows.
- A portfolio of basic prompts and generated content from the hands-on activities.
COURSE OUTLINE
SECTION 1: GenAI & ChatGPT
Module 1: Understanding Generative AI
Objective: Build foundational knowledge about Generative AI and its capabilities.
Topics:
- What is Generative AI? (Definition and Core Concepts)
Key Features:
- Text and Image Generation
- Multimodal Capabilities
How Generative AI Works:
- Data Gathering
- Model Training
- Content Generation
Real-World Applications:
- Content Creation
- Chatbots and Assistants
- Scientific Research
Interactive Activity:
- Discuss and brainstorm potential applications of GenAI in your company’s business operations
Module 2: Introduction to ChatGPT
Objective: Provide an overview of ChatGPT and its practical uses.
Topics:
- What is ChatGPT? (Capabilities and Limitations)
Key Features:
- Natural Language Understanding
- Contextual Responses
- Task Accomplishment
Prompt Engineering Basics:
- RTF (Role, Task, Format)
- CTF Contextual Responses
- Mega Prompts vs. Prompt Chaining
Hands-On Activity:
- Write a structured prompt using RTF and get responses using ChatGPT
Module 3: Practical Applications of ChatGPT
Objective: Demonstrate how to apply ChatGPT for real-world scenarios.
Topics:
Using ChatGPT for:
- Customer Service Automation
- Marketing Content Creation
- Internal Communication
Interacting Effectively with ChatGPT:
- Managing Context
- Error Handling
Hands-On Activity:
Role-Play Scenarios:
- Customer Inquiry Handling
- Drafting a Marketing Email
- Summarizing Meeting Notes
Module 4: Advanced Techniques and Ethical Use
Objective: Explore advanced ChatGPT techniques and discuss ethical considerations.
Topics:
Advanced Features:
- Controlling Response Length
- Using System Instructions
- Sentiment Analysis
Ethical Considerations:
- Bias Mitigation
- Data Privacy
- Transparency in Outputs
Interactive Discussion:
- Challenges and opportunities in using AI responsibly within your company
SECTION 2: INTRODUCTION TO LARGE LANGUAGE MODELS AND GOOGLE GEMINI
Module 1: Understanding Large Language Models
Objective: Build foundational knowledge of Large Language Models (LLMs) and their applications.
Topics:
- What are Large Language Models (LLMs)?
- Definition and Key Features:
- How LLMs Generate Responses
Applications of LLMs:
- Advanced Chatbots
- Automated Content Writing
- Virtual Assistants
Benefits of Using LLMs:
- Time-Saving
- Enhanced Productivity
- Reliable Information
Interactive Activity:
- Discuss and brainstorm potential applications of GenAI in your company’s business operations
Module 2: Introduction to Google Gemini
Objective: Introduce participants to Google Gemini’s capabilities and explore its use cases.
Topics:
- What is Google Gemini?
- Overview and Core Feature
- Capabilities: Text Generation, Creative Content, Multimodal Operations
How Google Gemini Works:
- Data Training
- Contextual Understanding
- Answer Generation
Prompt Engineering Basics:
- RTF (Role, Task, Format)
- CTF (Context, Task, Format)
Hands-On Activity: Engineering Basics:
- Practice creating prompts using RTF and CTF to generate different outputs with Google Gemini
Module 3: Ethical Considerations and Responsible Use
Objective: Discuss the ethical implications of using LLMs like Google Gemini and foster responsible AI use.
Topics:
- Addressing Biases in LLMs
- Data Diversity
- Algorithmic Improvements
Ensuring Responsible Use:
- Privacy and Data Security
- Transparency and Accountability
Legal and Ethical Considerations:
- Regulatory Compliance
- Ethical AI Development
Interactive Discussion:
- Explore challenges and strategies for ethical AI implementation in your company
SECTION 3: EXPLORING OPENART.AI, INVIDEO.IO, AND GAMMA.APP
Module 1: Introduction to OpenArt.ai
Objective: Understand the capabilities of OpenArt.ai and its applications in creative workflows.
Topics:
- What is OpenArt.ai?
- Overview and Features
- Generating AI-Driven Artwork
Use Cases:
- Digital Marketing and Branding
- Creative Design Projects
- Content Personalization
Hands-On Demonstration:
- Generating Artworks Based on Specific Themes
- Exploring Customization Options
Activity:
- Participants create an AI-generated artwork for a marketing campaign or personal project
Module 2: Introduction to InVideo.io
Objective: Learn how to leverage InVideo.io for video creation and editing.
Topics:
- What is InVideo.io?
- Overview and Features
- Pre-Built Templates and AI-Assisted Video Creation AI-Driven Artwork
Applications:
- Social Media Marketing
- Business Presentations
- Video Ads and Tutorials
Hands-On Demonstration:
- Creating a Short Promotional Video Using Templates
- Customizing Text, Images, and Music
Activity:
- Participants create a 30-second promotional video for a product or service.
Module 3: Introduction to Gamma.app
Objective: Explore Gamma.app’s capabilities for storytelling, presentation, and document creation.
Topics:
- What is Gamma.app?
- Overview and Features
- AI-Powered Presentation and Content Structuring
Use Cases:
- What is Gamma.app?
Overview and Features:
- Creating Visually Appealing Presentations
- Collaborative Content Creation
- Interactive Storytelling
Hands-On Demonstration:
- Designing a Slide Deck Using Gamma.app
- Enhancing Presentations with AI-Suggested Content
Activity:
- Participants design a 5-slide presentation for a business proposal.
METHODOLOGY
- Interactive Lectures
- Demos
- Hands-On Exercises
- Practical Exercises
- Q&A and Feedback