Generative AI Prompt Engineering
Crafting creative and effective prompts for generative AI models to spark innovation and imagination.
Course Fee
S$545
Course Information
Generative-ai-Prompt-Engineering
Why Choose Garranto Academy for Your Generative AI Prompt Engineering Training?
Generative-ai-Prompt-Engineering
Garranto Academy offers industry-relevant, hands-on prompt engineering training led by AI experts, ensuring you gain practical skills to thrive in the AI-driven future.
Course Overview
The GSDC Certified Prompt Engineer Certification Program is designed to empower professionals with the skills to master prompt engineering and effectively harness the capabilities of large language models (LLMs). This certification validates your expertise in crafting high-impact prompts, optimizing AI outputs, and applying prompt engineering across real-world scenarios. It opens up vast career opportunities in the evolving fields of AI and technology, positioning you as a valuable contributor and leader in innovation. Whether you're advancing within your current organization or exploring new roles, this certification boosts your credibility and impact. Join a global community of AI professionals driving excellence and unlock the power of prompt engineering to shape the future of intelligent systems and decision-making.
Course Objectives
- Craft effective prompts for diverse, real-world applications.
- Implement advanced prompt strategies using the latest AI tools.
- Refine and optimize prompt performance through iterative testing.
- Explore cutting-edge techniques like few-shot learning.
- Innovate with pioneering prompts to push AI boundaries.
- Apply prompt engineering in real-world use cases across various industries.
- Advance your career as a recognized prompt engineering expert.
- Showcase your expertise and gain industry recognition.
- Foster innovation and excellence in the industry
Prerequisites
- Basic understanding of engineering principles
- Familiarity with supply chain processes
- Interest in AI applications within business operations
Course Outlines
Module 1: Introduction to Prompt Engineering
- Evolution and Applications of Prompt Engineering
- Importance of Prompt Design
- Ethical Considerations in Prompt Engineering
Module 2: Understanding Language Models
- Language Model Architecture
- Training Methods
- Language Model Evaluation
- Challenges and Limitations
Module 3: GPT and Similar Models
- GPT Architecture
- GPT Training Process
- Variants of GPT
- Transfer Learning with GPT
Module 4: Prompt Design
- Query Formulation Techniques
- Handling Constraints
- Addressing Biases
- Interpreting Model Output
Module 5: Prompt Engineering Strategies
- Debiasing Techniques
- Context Manipulation
- Controlled Generation
- Iterative Optimization
Module 6: Pillars of Prompting
- Providing Examples
- Giving Direction
- Formatting Responses
- Evaluating Quality
- Chaining AIs
Module 7: Designing L&D Academics
- ChatGPT Introduction and Prompting ChatGPT
- ChatGPT Capabilities and Limitations
- ChatGPT Plugins
Module 8: GitHub Copilot Introduction
- What is GitHub Copilot? – Coding
- How to Install?
- Prompting GitHub Copilot – Coding
- GitHub Copilot Capabilities and Limitations - Coding
Module 9: GPT-3 Introduction
- Introduction
- Prompting GPT-3
- GPT-3 Capabilities and Limitations
Module 10: How Does AI Work?
- Tokens
- Log Probabilities
- AI Hallucinations
Module 11: Prompt Engineering Models
- Google Bard Introduction
- Meta LLaMA Introduction
- Anthropic Claude Introduction
- Microsoft 'New' Bing Introduction
- Tencent ARC Introduction
- Google Vision Introduction
- OpenAI Whisper Introduction
- Falcon Introduction
Module 12: Standard Text Model Practices
- List Generation
- Sentiment Analysis
- Explain It Like I'm Five
- Least to Most
- Writing Clear Instructions - Detailed Instructions
- Writing Clear Instructions - Specifying the Steps
- Writing Clear Instructions - Delimiters
- Writing Clear Instructions - Specifying Length
Module 13: Advanced Text Model Techniques
- Meta Prompting
- Chain of Thought Reasoning
- Advanced List Generation
- Advanced List Generation YML - Coding
- Advanced List Generation - Exporting JSON - Coding
- Preview
- Overcoming Token Limit - ChatGPT Chunking - Coding
- Vector Databases - Coding
- Reason and Act (ReAct) - Coding
- Recursive Re-prompting and Revision - Coding
- Information Retrieval with Vector Databases
Module 14: Applications of Prompt Engineering
- Learn to create AI Enhanced PowerPoint Presentations, Images, Chart analysis for all business purposes - From Basics to Mastery
- Learn to leverage AI for automated data insights, simplifying the journey from data collection to impactful business strategies
- Learn to harness the power of AI for document summarization, distilling vast information into concise summaries effortlessly
- Learn to build AI-powered personalized recommendation systems with your data on PDF/Word documents using AI assistants
- Content Generation (Audio, Video, Images) with Prompt Engineering
- Let's Think Step by Step
- Role Prompting
- Ask for Context
- Question Rewriting
- Preview
- Overcoming the Token Limit in ChatGPT
Module 15: Use Cases with Generative AI Tools & Hands-on Demos
- Training & Development Specialist
- Role of T&D Specialist
- Skills of An Effective Trainer
Course Outcomes
- Ability to design, optimize, and refine prompts for various AI tasks, ensuring high-quality, accurate, and relevant outputs.
- Practical skills in using popular AI platforms and APIs (e.g., OpenAI, Hugging Face) to implement and test prompt engineering solutions.
- Capability to break down complex problems into multi-step prompts, improving the efficiency and accuracy of AI-generated solutions.
- Awareness of ethical issues like bias and fairness, with the ability to create responsible, transparent, and inclusive prompts.
- Demonstrated ability to apply prompt engineering to real-world scenarios in diverse fields like business, healthcare, legal, and education.
Key Benefits
Mastering prompt engineering empowers you to harness the full potential of generative AI tools, driving innovation, automation, and creative problem-solving across industries.
Generative AI Transformation
Generative AI revolutionizes workflows by automating tasks, enhancing creativity, and accelerating decision-making, enabling professionals to work smarter and more efficiently.
What You'll Learn
Facilities & Equipment
Virtual Training
- Electronic materials
- IT support for software & hardware
- Administrative support
Face-to-Face Training
- Air-conditioned classroom
- Meals & refreshments provided
- Projector & smart board
- Stationery provided