AI Prompt Engineering Mastery: Unleashing the Power of Large Language Models
offered by
INSTRUCTOR: ADRIAN DUNKLEY
CATEGORY: Hands-On PROMPT ENGINEERING MASTER
Adrian is a Technologist and Decision Scientist, with over 15 years of experience in Data Science & AI across Finance, Travel, Retail, Marketing, Risk Management, and Customer Experience.
He was recently accepted into the Forbes Technology Council, an invitation-only community for world-class Executives.
This intensive, hands-on course is designed to equip participants with the skills and knowledge necessary to effectively work with large language models such as ChatGPT, DALL-E 2, BARD, and others. With a strong focus on the fundamentals, ethics, and design thinking principles, participants will learn how to harness the power of these AI-driven tools to solve real-world problems. The course features a capstone project, allowing participants to apply their newly acquired skills in a practical scenario. Offered both remotely and in-person, this 3-day course (3 hours per day) caters to individual learners as well as groups, with special group rates available.
Introduction to Large Language Models and AI Prompt Engineering
- Welcome and Course Overview
- The Fundamentals of Large Language Models
- What are Large Language Models?
- How do they work? (Tokenization, Attention Mechanisms, and Training)
- Key Players: ChatGPT, DALL-E 2, BARD, and more
- Ethics and Responsible AI Development
- Ethical considerations in AI use
- Addressing bias and fairness
- Privacy and security concerns
- Design Thinking for AI Prompt Engineering
- Understanding user needs
- Ideation and prototyping
- Iterative development and testing
Practical Application and Effective Usage of Large Language Models
- ChatGPT: Generating Text and Conversations
- API usage and best practices
- Customizing prompts for desired outputs
- Advanced techniques and fine-tuning
- DALL-E 2: Creating Visual Art with AI
- Generating images from text descriptions
- Creative applications and limitations
- BING: Unlocking the Potential of Storytelling AI
- Narrative generation and interactive fiction
- Implementing LLMs in creative projects
- Other Large Language Models: Exploring the AI Landscape
- Model selection and comparison
- Staying up-to-date with AI advancements
Capstone Project and Course Wrap-Up
- Capstone Project Introduction
- Identifying a real-world problem
- Selecting the appropriate AI model
- Developing a solution using design thinking principles
- Guided project development and implementation
- Peer review and feedback
- Capstone Project Presentations
- Showcase of participant projects
- Group discussion and reflection
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A curated program is created to train team members in the methodologies, tools and processes needed to create business solutions: Data mining Analytical techniques & Methodologies Machine Learning Statistical Models Data Best practices Visualization methods
Problem Solving
The team solves a real business problem or creates a new product/service using data, their expertise and analytics.
Assessment
Staff are assessed on their performance, and given a badge & certification for each achievement.
Status Reports
Business leaders receive updates on their team’s progress as they solve the business problem.
results
At the end of each project the Client receives a business solution and upskilled staff capable of working on data centric projects